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ManniX-ITA

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https://github.com/mann1x

mann1x

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repliedto mlabonne's post 7 days ago

Deploy local agents everywhere with https://huggingface.co/LiquidAI/LFM2.5-2.6B Unlike agents that depend on cloud APIs, local agents give you free inference, low latency, and real privacy. Removing the per-token cost changes how developers build: agents can now be massively parallelized on local hardware, running background tasks that burn through millions of tokens at no marginal cost!

reacted to mlabonne's post with ❤️ 7 days ago

Deploy local agents everywhere with https://huggingface.co/LiquidAI/LFM2.5-2.6B Unlike agents that depend on cloud APIs, local agents give you free inference, low latency, and real privacy. Removing the per-token cost changes how developers build: agents can now be massively parallelized on local hardware, running background tasks that burn through millions of tokens at no marginal cost!

new activity 7 days ago

LiquidAI/LFM2.5-2.6B:Speculative Decoding

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New activity in LiquidAI/LFM2.5-2.6B 7 days ago

Speculative Decoding

#6 opened 9 days ago by

New activity in ManniX-ITA/Qwen3.6-27B-A3B-Coder 9 days ago

Frequency-rnorm correlations

#2 opened 9 days ago by

New activity in ManniX-ITA/gemma-4-A4B-98e-v7-coder-it-GGUF 15 days ago

Gets stuck in loops using llama.cpp

#1 opened 2 months ago by

New activity in ManniX-ITA/Qwen3.6-27B-Omnimerge-v4-MTP-GGUF 17 days ago

My life-saver: ManniX-ITA/Qwen3.6-27B-Omnimerge-v4-MTP-GGUF.

#2 opened 19 days ago by

commented a paper 18 days ago

Group Entropy-Controlled Policy Optimization

Paper • 2607.16850 • Published 27 days ago • 29 •

New activity in google/gemma-4-12B-it 21 days ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#38 opened 2 months ago by

New activity in ManniX-ITA/Qwen3.6-27B-A3B-Coder 25 days ago

I really like what I'm seeing here

#1 opened 27 days ago by

sometimesanotion

New activity in ManniX-ITA/Qwen3.6-27B-Omnimerge-v4-MTP-GGUF about 2 months ago

My experience

#1 opened 2 months ago by

New activity in ManniX-ITA/gemma-4-A4B-98e-v7-coder-it-GGUF about 2 months ago

Repeated pauses in OpenCode

#2 opened 2 months ago by

New activity in google/gemma-4-12B-it about 2 months ago

gemma-4-12B-it: deterministic "thought\n thought\n …" degenerate loop on long agent prompts (~60% reproducer, 4-bit, repros across temperatures)

#41 opened about 2 months ago by

New activity in bartowski/google_gemma-4-26B-A4B-it-GGUF 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#6 opened 2 months ago by

New activity in unsloth/gemma-4-26B-A4B-it-GGUF 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#43 opened 2 months ago by

New activity in unsloth/gemma-4-26B-A4B-it 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#2 opened 2 months ago by

New activity in google/gemma-4-E2B-it 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#36 opened 2 months ago by

New activity in google/gemma-4-E4B-it 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#37 opened 2 months ago by

New activity in google/gemma-4-31B-it 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#119 opened 2 months ago by

New activity in google/gemma-4-26B-A4B-it 2 months ago

Chat template may re-inject prior-turn reasoning during multi-turn tool use → repetition loops

#48 opened 2 months ago by

New activity in ManniX-ITA/gemma-4-A4B-98e-v6-coder-it-GGUF 3 months ago

Are there any plans for the qwen3.6-35B model?

#1 opened 3 months ago by

New activity in ManniX-ITA/Qwen3.6-27B-Omnimerge-v4-GGUF 3 months ago

MTP version

#1 opened 3 months ago by

DzmitryTheOtherOne

New activity in ManniX-ITA/Qwen3.6-27B-Omnimerge-v4 3 months ago

can give a mlx 4bit version?

#1 opened 3 months ago by