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chat_template.jinja

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+{%- if messages[0]['role'] == 'system' %}
+    {%- set system_message = messages[0]['content'] %}
+{%- else %}
+    {%- set system_message = 'You are Echo-DSRN, created by ethicalabs.ai. You are a helpful assistant.' %}
+{%- endif %}
+
+{%- if tools %}
+    {{- '<|system|>\n' + system_message }}
+    {{- "\n\n# Tools\n\nYou are a precise routing agent. You have access to the following tools. If a tool is required, output EXACTLY the tool call format. If no tool is required, respond conversationally.\n\nAvailable tools:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" + tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools><|end|>\n" }}
+{%- else %}
+    {{- '<|system|>\n' + system_message + '<|end|>\n' }}
+{%- endif %}
+
+{%- for message in messages %}
+    {%- if (message['role'] == "user") or (message['role'] == "system" and not loop.first) or (message['role'] == "assistant" and not message['tool_calls']) %}
+        {{- '<|' + message['role'] + '|>\n' + message['content'] + '<|end|>\n' }}
+    {%- elif message['role'] == "assistant" %}
+        {{- '<|assistant|>\n' }}
+        {%- if message['content'] %}
+            {{- message['content'] }}
+        {%- endif %}
+        {%- if message['tool_calls'] %}
+            {%- for tool_call in message['tool_calls'] %}
+                {%- if tool_call['function'] is defined %}
+                    {%- set tool_call = tool_call['function'] %}
+                {%- endif %}
+                {{- '\n<tool_call>\n{"name": "' + tool_call['name'] + '", "arguments": ' + tool_call['arguments'] | tojson + '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|end|>\n' }}
+    {%- elif message['role'] == "tool" %}
+        {%- if loop.first or messages[loop.index0 - 1]['role'] != "tool" %}
+            {{- '<|user|>\n' }}
+        {%- endif %}
+        {{- '<tool_response>\n' + message['content'] + '\n</tool_response>' }}
+        {%- if loop.last or messages[loop.index0 + 1]['role'] != "tool" %}
+            {{- '<|end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+
+{%- if add_generation_prompt %}
+    {{- '<|assistant|>\n' }}
+{%- else %}
+    {{- eos_token }}
+{%- endif %}

config.json

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+{
+  "architectures": [
+    "EchoForSequenceClassification"
+  ],
+  "auto_map": {
+    "AutoConfig": "configuration_echo.EchoConfig",
+    "AutoModel": "modeling_echo.EchoModel",
+    "AutoModelForCausalLM": "modeling_echo.EchoForCausalLM",
+    "AutoModelForSequenceClassification": "modeling_echo.EchoForSequenceClassification"
+  },
+  "bos_token_id": 1,
+  "classifier_dropout": 0.0,
+  "dtype": "bfloat16",
+  "embed_dim": 512,
+  "eos_token_id": 32000,
+  "gate_bias_init": 0.0,
+  "hf_model_name": "ethicalabs/Echo-DSRN-Tiny-Base",
+  "hidden_size": 512,
+  "id2label": {
+    "0": "Methodology",
+    "1": "Dataset",
+    "2": "Review",
+    "3": "Applied",
+    "4": "Theoretical"
+  },
+  "label2id": {
+    "Applied": 3,
+    "Dataset": 1,
+    "Methodology": 0,
+    "Review": 2,
+    "Theoretical": 4
+  },
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "mlp_ratio": 8.0,
+  "model_type": "echo",
+  "num_attention_heads": 4,
+  "num_heads": 4,
+  "num_hidden_layers": 8,
+  "num_layers": 8,
+  "pad_token_id": 32000,
+  "rope_theta": 10000.0,
+  "surprise_lambda_init": 0.1,
+  "system_prompt": "You are a helpful multilingual intent classification assistant.",
+  "tie_word_embeddings": false,
+  "transformers_version": "5.2.0",
+  "use_cache": false,
+  "use_hybrid_attention": true,
+  "use_rmsnorm": true,
+  "use_triton": true,
+  "user_template": "Classify the intent of the following request: {text}",
+  "vocab_size": 32017
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9b330a7f4194adb9e0cb319cef1631216ff482a71a3bd9a6c2e3d93b1686f8fb
+size 196547882

tokenizer_config.json

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+{
+  "backend": "tokenizers",
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": [
+    "<tool_call>",
+    "</tool_call>",
+    "<tool_response>",
+    "</tool_response>",
+    "<tools>",
+    "</tools>"
+  ],
+  "fix_mistral_regex": true,
+  "is_local": false,
+  "legacy": false,
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}