instruction stringlengths 195 298 | thought stringlengths 277 39.8k | response stringlengths 201 18k |
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TARGET ENTITY: minicpm.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [minicpm.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_minicpm::load_arch_hparams(llama_model_loader & ml) {
// Backward-compatible defaults for older MiniCPM GGUFs
hparams.f_embedding_scale = 12.0f;
hparams.f_residual_scale = 1.4f / sqrtf(float(hparams.n_layer()));
hparams.f_logit_scale = hparams.n_embd ? (256.0f ... |
TARGET ENTITY: rnd1.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [rnd1.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_rnd1::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 48: type = LLM_TYPE_30B_A3B; bre... |
TARGET ENTITY: phi3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [phi3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_phi3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 24: type = LLM_TYPE_1B; break;
case 32: type = LLM_TYPE_3B; break;
case 40: type = LLM_TYPE_... |
TARGET ENTITY: gemma2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gemma2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_gemma2::load_arch_hparams(llama_model_loader & ml) {
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
hparams.n_swa = 4096; // default value of gemma 2
uint32_t swa_period = 2;
ml.get_key_or_arr(LLM_KV_ATTENTION_SLIDING_WINDOW_PATTERN, swa_period, false);
hparams.set... |
TARGET ENTITY: plamo3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [plamo3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_plamo3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (found_swa && hparams.n_swa > 0) {
hparams.s... |
TARGET ENTITY: seed-oss.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [seed-oss.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_seed_oss::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 64: type = LLM_TYPE_36B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_seed... |
TARGET ENTITY: codeshell.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [codeshell.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_codeshell::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 42: type = LLM_TYPE_7B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_codeshell::l... |
TARGET ENTITY: eurobert.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [eurobert.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_eurobert::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (hparams.n_layer() == 12) {
type = LLM_TYPE_SMALL; // 0.2B
}
}
void llama_model_eurobert::load_arch_tensors(llama_model_loader &)... |
TARGET ENTITY: neo-bert.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [neo-bert.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_neo_bert::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (hparams.n_layer() == 28) {
type = LLM_TYPE_250M;
}
}
void llama_model_neo_bert::load_arch_tensors(llama_model_loader &) {
LLA... |
TARGET ENTITY: jamba.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [jamba.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_jamba::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_SSM_CONV_KERNEL, hparams.ssm_d_conv);
ml.get_key(LLM_KV_SSM_INNER_SIZE, hparams.ssm_d_inner);
ml.get_key(LLM_KV_SSM_STATE_SIZE, hparams.ssm_d_state);
ml.get_key(LLM_KV_SSM_TIME_STEP_RAN... |
TARGET ENTITY: jina-bert-v3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [jina-bert-v3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safe... | #include "models.h"
void llama_model_jina_bert_v3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 24:
type = LLM_TYPE_558M; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llam... |
TARGET ENTITY: qwen.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_qwen::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 40: type = LLM_TYPE_13B; break;
default: type = LLM_TYPE... |
TARGET ENTITY: starcoder.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [starcoder.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_starcoder::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 24: type = LLM_TYPE_1B; break;
case 36: type = LLM_TYPE_3B; break;
case 42: type = LLM_TYPE_7B;... |
TARGET ENTITY: qwen2moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen2moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_qwen2moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp, false);
ml.get_key(LLM_KV_EXPERT_SHARED_FEED_FORWARD_LENGTH, hparams.n_ff_shexp, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams... |
TARGET ENTITY: llama.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [llama.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_llama::load_arch_hparams(llama_model_loader & ml) {
uint32_t n_vocab = 0;
ml.get_key(LLM_KV_VOCAB_SIZE, n_vocab, false) || ml.get_arr_n(LLM_KV_TOKENIZER_LIST, n_vocab, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (hparams.n_ex... |
TARGET ENTITY: rwkv6-base.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [rwkv6-base.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
#include "llama-memory-recurrent.h"
llm_build_rwkv6_base::llm_build_rwkv6_base(const llama_model & model, const llm_graph_params & params) :
llm_graph_context(params),
model(model) {}
ggml_tensor * llm_build_rwkv6_base::build_rwkv6_channel_mix(const llama_layer * layer,
... |
TARGET ENTITY: chameleon.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [chameleon.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
#include <float.h>
void llama_model_chameleon::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
hparams.f_norm_eps = 1e-5; // eps for qk-norm, torch default
ml.get_key(LLM_KV_SWIN_NORM, hparams.swin_norm, false);
... |
TARGET ENTITY: talkie.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [talkie.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_talkie::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LOGIT_SCALE, hparams.f_logit_scale);
switch (hparams.n_layer()) {
case 40: type = LLM_TYPE_13B; break;... |
TARGET ENTITY: bitnet.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [bitnet.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_bitnet::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 26: type = LLM_TYPE_3B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_bitnet:... |
TARGET ENTITY: olmo2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [olmo2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_olmo2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (found_swa && hparams.n_swa > 0) {
hparams.s... |
TARGET ENTITY: jais.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [jais.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_jais::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
ml.get_key(LLM_KV_ATTENTION_MAX_ALIBI_BIAS, hparams.f_max_alibi_bias, false);
switch (hparams.n_layer()) {
case 24: type = LLM_TYPE_1_3B; break;
... |
TARGET ENTITY: rwkv7.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [rwkv7.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_rwkv7::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps, false);
ml.get_key(LLM_KV_WKV_HEAD_SIZE, ... |
TARGET ENTITY: dbrx.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [dbrx.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_dbrx::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
ml.get_key(LLM_KV_ATTENTION_CLAMP_KQV, hparams.f_clamp_kqv);
switch (hparams.n_layer()) {
case 40: type = LLM_TYPE_16x12B; break;
defa... |
TARGET ENTITY: qwen3vl.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen3vl.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_qwen3vl::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_NUM_DEEPSTACK_LAYERS, hparams.n_deepstack_layers, false);
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, true);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_... |
TARGET ENTITY: t5encoder.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [t5encoder.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_t5encoder::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_ATTENTION_RELATIVE_BUCKETS_COUNT, hparams.n_rel_attn_bkts);
type = LLM_TYPE_UNKNOWN;
}
void llama_model_t5encoder::load_arc... |
TARGET ENTITY: t5.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [t5.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via str... | #include "models.h"
void llama_model_t5::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_ATTENTION_RELATIVE_BUCKETS_COUNT, hparams.n_rel_attn_bkts);
uint32_t dec_start_token_id;
if (ml.get_key(LLM_KV_DECODER_ST... |
TARGET ENTITY: mimo2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [mimo2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_mimo2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_ATTENTION_SLI... |
TARGET ENTITY: openai-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [openai-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_openai_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa);
hparams... |
TARGET ENTITY: granite-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [granite-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safet... | #include "models.h"
void llama_model_granite_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LOGIT_SCALE, hparams.f_logit_scale);
ml.get_key(LLM_KV_RESIDUAL_SCALE, hparams.f_residual_sca... |
TARGET ENTITY: ernie4-5.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [ernie4-5.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_ernie4_5::load_arch_hparams(llama_model_loader & ml) {
// paddleocr need mrope_section
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (arch == LLM_ARCH_E... |
TARGET ENTITY: arcee.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [arcee.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_arcee::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
// Arcee uses the same structure as Llama
switch (hparams.n_layer()) {
case 36: type = LLM_TYPE_4B; break;
default: type = LLM_TY... |
TARGET ENTITY: afmoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [afmoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_afmoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp... |
TARGET ENTITY: llada-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [llada-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_llada_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
// diffusion language model uses non-causal attention
hparams.cau... |
TARGET ENTITY: hunyuan-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [hunyuan-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safet... | #include "models.h"
void llama_model_hunyuan_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_EXPERT_SHARED_FEED_FORWARD_LENGTH, hparams.n... |
TARGET ENTITY: qwen3moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen3moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_qwen3moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 48: type = LLM_TYPE_30B_A3B... |
TARGET ENTITY: nemotron.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [nemotron.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_nemotron::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_4B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_nemotron::loa... |
TARGET ENTITY: gptneox.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gptneox.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_gptneox::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
ml.get_key(LLM_KV_USE_PARALLEL_RESIDUAL, hparams.use_par_res);
switch (hparams.n_layer()) {
case 6:
switch (hparams.n_ff()) {
... |
TARGET ENTITY: rwkv6.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [rwkv6.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_rwkv6::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps, false);
ml.get_key(LLM_KV_WKV_HEAD_SIZE, hparams.wkv_head_... |
TARGET ENTITY: plm.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [plm.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via st... | #include "models.h"
void llama_model_plm::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_ATTENTION_KV_LORA_RANK, hparams.n_lora_kv);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_1_8B; break;
de... |
TARGET ENTITY: bert.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [bert.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_bert::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 3:
type = LLM_TYPE_17M; break; // bge-micro
case 6:
type = LLM_TYPE_22M; break; // M... |
TARGET ENTITY: chatglm.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [chatglm.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_chatglm::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 28: {
if (hparams.n_head(0) == 16) {
type = LLM_TYPE_1_5B;
} else... |
TARGET ENTITY: granite-hybrid.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [granite-hybrid.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread sa... | #include "models.h"
void llama_model_granite_hybrid::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LOGIT_SCALE, hparams.f_logit_scale, /* required */ false);
ml.get_key(LLM_KV_RESIDUAL_SCALE, ... |
TARGET ENTITY: xverse.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [xverse.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_xverse::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 40: type = LLM_TYPE_13B; break;
case 80: type = LLM_TY... |
TARGET ENTITY: gpt2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gpt2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_gpt2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 12: type = LLM_TYPE_SMALL; break;
case 24: type = LLM_TYPE_MEDIUM; break;
case 36: type = LLM_TYPE_L... |
TARGET ENTITY: glm4.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [glm4.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_glm4::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, false);
// NextN/MTP parameters (GLM-OCR)
ml.get_key(LLM_KV_NEX... |
TARGET ENTITY: glm4-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [glm4-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_glm4_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections... |
TARGET ENTITY: eagle3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [eagle3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_eagle3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (!ml.get_arr(LLM_KV_TARGET_LAYERS, target_layer_ids, false)) {
throw std::runtime_error("EAGLE3 model requires 'extract_layers' in GGUF m... |
TARGET ENTITY: jais2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [jais2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_jais2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_8B; break;
case 68: type = LLM_TYPE_70B; break;
default: type = LLM_TYPE_UNKNOW... |
TARGET ENTITY: plamo.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [plamo.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_plamo::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 40: type = LLM_TYPE_13B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_plamo::l... |
TARGET ENTITY: minicpm3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [minicpm3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_minicpm3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_ATTENTION_Q_LORA_RANK, hparams.n_lora_q);
ml.get_key(LLM_KV_ATTENTION_KV_LORA_RANK, hparams.n_lora_kv);
switc... |
TARGET ENTITY: baichuan.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [baichuan.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_baichuan::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 40: type = LLM_TYPE_13B; break;
default: type = LLM_T... |
TARGET ENTITY: exaone.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [exaone.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_exaone::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_8B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_exaone:... |
TARGET ENTITY: modern-bert.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [modern-bert.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safet... | #include "models.h"
void llama_model_modern_bert::load_arch_hparams(llama_model_loader & ml) {
const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (found_swa && hparams.n_swa > 0) {
hparams.swa_type = LLAMA_SWA_TYPE_SYMMETRIC;
ml.get_key(LLM_KV_ROPE_FREQ... |
TARGET ENTITY: deci.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [deci.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_deci::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 80: type = LLM_TYPE_70B; break;
case 162: type = LLM_TYP... |
TARGET ENTITY: qwen3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_qwen3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 28: type = hparams.n_embd == 1024 ? LLM_TYPE_0_6B : LLM_TYPE_1_7B; break;
case 36: type = hparams.n... |
TARGET ENTITY: smallthinker.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [smallthinker.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safe... | #include "models.h"
void llama_model_smallthinker::load_arch_hparams(llama_model_loader & ml) {
const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (found_swa && hparams.n_swa > 0) {
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
hparams.n_swa = 4... |
TARGET ENTITY: minimax-m2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [minimax-m2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_minimax_m2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_EXPERT_GATING_FUNC, hparams.expert_gating_fun... |
TARGET ENTITY: hunyuan-vl.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [hunyuan-vl.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_hunyuan_vl::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, false);
// XDRoPE / NTK-aware scaling: base = rope_theta * alpha... |
TARGET ENTITY: arwkv7.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [arwkv7.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_arwkv7::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps, false);
ml.get_key(LLM_KV_WKV_HEAD_SIZE, ... |
TARGET ENTITY: falcon-h1.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [falcon-h1.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_falcon_h1::load_arch_hparams(llama_model_loader & ml) {
// Common parameters
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
// SSM parameters
ml.get_key(LLM_KV_SSM_CONV_KERNEL, hparams.ssm_d_conv);
ml.get_key(LLM_KV_SSM_INNER_SIZE, ... |
TARGET ENTITY: exaone4.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [exaone4.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_exaone4::load_arch_hparams(llama_model_loader & ml) {
if (hparams.n_layer() == 64) { // 32B
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
hparams.n_swa = 4096;
uint32_t swa_period = 4;
ml.get_key_or_arr(LLM_KV_ATTENTION_SLIDING_WINDOW_PATTERN, s... |
TARGET ENTITY: olmo.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [olmo.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via s... | #include "models.h"
void llama_model_olmo::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
ml.get_key(LLM_KV_ATTENTION_CLAMP_KQV, hparams.f_clamp_kqv, false);
switch (hparams.n_layer()) {
case 22: type = LLM_TYPE_1B; break;
c... |
TARGET ENTITY: dflash.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [dflash.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
#include "llama-kv-cache.h"
#include "llama-kv-cache-iswa.h"
void llama_model_dflash::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (!ml.get_arr(LLM_KV_TARGET_LAYERS, target_layer_ids, false)) {
throw std::... |
TARGET ENTITY: grovemoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [grovemoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_grovemoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_EXPERT_CHUNK_FEED_FORWARD_LENGTH, hparams.n_ff_chexp, false);
ml.get_key(LLM_KV_EXPERT_GROUP_SCALE, hparams.e... |
TARGET ENTITY: pangu-embed.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [pangu-embed.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safet... | #include "models.h"
void llama_model_pangu_embed::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 26: type = LLM_TYPE_1B; break; // openPangu-Embedded-1B-V1.1
case 34: type = LLM_TYPE_7B; bre... |
TARGET ENTITY: deepseek2ocr.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [deepseek2ocr.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safe... | #include "models.h"
void llama_model_deepseek2ocr::load_arch_hparams(llama_model_loader & ml) {
// similar to deepseek2, but without MLA
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(... |
TARGET ENTITY: jina-bert-v2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [jina-bert-v2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safe... | #include "models.h"
void llama_model_jina_bert_v2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
hparams.f_max_alibi_bias = 8.0f;
switch (hparams.n_layer()) {
case 4: type = LLM_TYPE_33M; break; // jina-embeddings-small
ca... |
TARGET ENTITY: qwen3vlmoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen3vlmoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_qwen3vlmoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_NUM_DEEPSTACK_LAYERS, hparams.n_deepstack_layers, false);
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, true);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.... |
TARGET ENTITY: phimoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [phimoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_phimoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_16x3_8B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_ph... |
TARGET ENTITY: nomic-bert-moe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [nomic-bert-moe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread sa... | #include "models.h"
void llama_model_nomic_bert_moe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
ml.get_key(LLM_KV_MOE_EVERY_N_LAYERS, hparams.moe_every_n_layers, 0);
if (hparams.n_layer() == 12 && hparams.n_embd == 768) {
... |
TARGET ENTITY: granite.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [granite.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
#include <sstream>
void llama_model_granite::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LOGIT_SCALE, hparams.f_logit_scale);
ml.get_key(LLM_KV_RESIDUAL_SCALE, hparam... |
TARGET ENTITY: cohere2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [cohere2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_cohere2::load_arch_hparams(llama_model_loader & ml) {
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
uint32_t swa_period = 4;
ml.get_key_or_arr(LLM_KV_ATTENTION_SLIDING_WINDOW_PATTERN, swa_period, false);
hparams.set_swa_pattern(swa_period);
hparams.rope_freq_base... |
TARGET ENTITY: gemma-embedding.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gemma-embedding.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread s... | #include "models.h"
void llama_model_gemma_embedding::load_arch_hparams(llama_model_loader & ml) {
hparams.swa_type = LLAMA_SWA_TYPE_SYMMETRIC;
uint32_t swa_period = 6;
ml.get_key_or_arr(LLM_KV_ATTENTION_SLIDING_WINDOW_PATTERN, swa_period, false);
hparams.set_swa_pattern(swa_period);
hparams.causa... |
TARGET ENTITY: dream.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [dream.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_dream::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
// Dream models are primarily 7B with 28 layers
switch (hparams.n_layer()) {
case 28:
type = LLM_TYPE_7B;
break;
... |
TARGET ENTITY: deepseek.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [deepseek.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_deepseek::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_... |
TARGET ENTITY: gemma3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gemma3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_gemma3::load_arch_hparams(llama_model_loader & ml) {
const bool found_swa = ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (found_swa && hparams.n_swa > 0) {
hparams.swa_type = LLAMA_SWA_TYPE_STANDARD;
uint32_t swa_period = 6;
... |
TARGET ENTITY: internlm2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [internlm2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_internlm2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 48: type = LLM_TYPE_20B; break;
default: type = LLM... |
TARGET ENTITY: bailingmoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [bailingmoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_bailingmoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_f... |
TARGET ENTITY: starcoder2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [starcoder2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_starcoder2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 30: type = LLM_TYPE_3B; break;
case 32: type = LLM_TYPE_7B; break;
case 40: type = LLM_TYPE_15... |
TARGET ENTITY: maincoder.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [maincoder.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_maincoder::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_1B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_main... |
TARGET ENTITY: command-r.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [command-r.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety ... | #include "models.h"
void llama_model_command_r::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_LOGIT_SCALE, hparams.f_logit_scale, false);
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 40: type = LLM_TYPE_35B; break;
... |
TARGET ENTITY: nemotron-h.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [nemotron-h.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
void llama_model_nemotron_h::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_SSM_CONV_KERNEL, hparams.ssm_d_conv);
ml.get_key(LLM_KV_SSM_INNER_SIZE, hparams.ssm_d_inner);
ml.get_key(LLM_KV_SSM_STATE_SIZE, hparams.ssm_d_state);
ml.get_key(LLM_KV_SSM_TIME_STE... |
TARGET ENTITY: mamba-base.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [mamba-base.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
#include "llama-memory-recurrent.h"
llm_build_mamba_base::llm_build_mamba_base(const llm_graph_params & params) : llm_graph_context(params) {}
ggml_tensor * llm_build_mamba_base::build_mamba_layer(llm_graph_input_rs * inp,
ggml_tensor * ... |
TARGET ENTITY: falcon.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [falcon.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_falcon::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_7B; break;
case 60: type = LLM_TYPE_40B; break;
default: type = LLM_TYPE_UNKNO... |
TARGET ENTITY: refact.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [refact.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_refact::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_1B; break;
default: type = LLM_TYPE_UNKNOWN;
}
// TODO: become GGUF K... |
TARGET ENTITY: qwen2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_qwen2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 24: type = hparams.n_embd == 1024 ? LLM_TYPE_0_5B : LLM_TYPE_1B; break;
case 28: type = hparams.n_e... |
TARGET ENTITY: stablelm.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [stablelm.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_stablelm::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 24: type = LLM_TYPE_1B; break;
case 32: type = LLM_TYPE_3B; break;
case 40: type = LLM_TYPE_12B;... |
TARGET ENTITY: mistral3.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [mistral3.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety v... | #include "models.h"
void llama_model_mistral3::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_ATTENTION_TEMPERATURE_SCALE, hparams.f_attn_temp_scale, false);
ml.get_key(LLM_KV_ROPE_SCALING_YARN_BETA_FAST, hparams.yarn_... |
TARGET ENTITY: rwkv7-base.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [rwkv7-base.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety... | #include "models.h"
#include "llama-memory-recurrent.h"
llm_build_rwkv7_base::llm_build_rwkv7_base(const llama_model & model, const llm_graph_params & params) :
llm_graph_context(params),
model(model) {}
ggml_tensor * llm_build_rwkv7_base::build_rwkv7_channel_mix(const llama_layer * layer,
... |
TARGET ENTITY: llada.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [llada.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_llada::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
// LLaDA-8B has 32 layers, similar to LLaMA but for diffusion
switch (hparams.n_layer()) {
case 32:
type = LLM_TYPE_8B;
... |
TARGET ENTITY: olmoe.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [olmoe.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_olmoe::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 16: type = LLM_TYPE_A1_7B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_olmoe... |
TARGET ENTITY: dots1.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [dots1.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_dots1::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp... |
TARGET ENTITY: qwen2vl.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [qwen2vl.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety vi... | #include "models.h"
void llama_model_qwen2vl::load_arch_hparams(llama_model_loader & ml) {
ml.get_key_or_arr(LLM_KV_ROPE_DIMENSION_SECTIONS, hparams.rope_sections, 4, true);
}
// fall through
void llama_model_qwen2vl::load_arch_tensors(llama_model_loader &) {
LLAMA_LOAD_LOCALS;
tok_embd = create_tensor(t... |
TARGET ENTITY: bailingmoe2.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [bailingmoe2.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safet... | #include "models.h"
void llama_model_bailingmoe2::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead, false);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH,... |
TARGET ENTITY: mamba.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [mamba.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_mamba::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_SSM_CONV_KERNEL, hparams.ssm_d_conv);
ml.get_key(LLM_KV_SSM_INNER_SIZE, hparams.ssm_d_inner);
ml.get_key(LLM_KV_SSM_STATE_SIZE, hparams.ssm_d_state);
ml.get_key(LLM_KV_SSM_TIME_STEP_RAN... |
TARGET ENTITY: orion.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [orion.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_orion::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
switch (hparams.n_layer()) {
case 40: type = LLM_TYPE_14B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_orion::load_arc... |
TARGET ENTITY: gemma.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [gemma.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via ... | #include "models.h"
void llama_model_gemma::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 18: type = LLM_TYPE_2B; break;
case 28: type = LLM_TYPE_7B; break;
default: type = LLM_TYPE... |
TARGET ENTITY: arctic.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [arctic.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_arctic::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
if (hparams.n_expert == 128) {
switch (hparams.n_layer()) {
case 35: type = LLM_TYPE_10B_128x3_66B; break;
default: ... |
TARGET ENTITY: mellum.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [mellum.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_mellum::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
ml.get_key(LLM_KV_ATTENTION_SLIDING_WINDOW, hparams.n_swa, false);
if (... |
TARGET ENTITY: cogvlm.cpp
LANGUAGE BASE: C++/CUDA
COMPUTATION METRICS: Enforce zero-leak hardware boundaries.
EXECUTION MANDATE: Synthesize exact low-level assembly-optimized structural runtime primitives. | CRITICAL COMPILER REASONING FOR MODULE [cogvlm.cpp]:
- Scanning data layouts to prevent L1/L2 cache-line bouncing and enforce rigid cache line memory padding alignment.
- Eliminating implicit virtual method table lookups, stripping object abstractions, and locking structural memory paths.
- Validating thread safety via... | #include "models.h"
void llama_model_cogvlm::load_arch_hparams(llama_model_loader & ml) {
ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
switch (hparams.n_layer()) {
case 32: type = LLM_TYPE_13B; break;
default: type = LLM_TYPE_UNKNOWN;
}
}
void llama_model_cogvlm... |
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