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LiquidAI/LFM3-Omni-2B-GGUF

Huge kudos for the LiquidAI team for this. Great work from tdakhran for quickly coordinating a (zero-day!) llama.cpp release with the team for an omni model. This one is a real game-changer for me personally because this is the first open model from a frontier lab that actually has support for Poli…

Read the full story at r/LocalLLaMA ↗

Timeline · 1 report

  1. 2026-10-27 19:12 · r/LocalLLaMA
    LiquidAI/LFM3-Omni-2B-GGUF

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  1. I tested LFM2.5-24B-A2B vs Qwen3.6-35B-A3B on 75 fresh multi-step tool tasks. Qwen solved 91%, LFM2.5 49%, and LFM2.5 said "done" on most of its failures — r/LocalLLM
  2. Qwen3.8-27B Q6 on one RTX 5090: 69 → 100 tok/s short, 35 → 64 tok/s at 120K context, just by leaving LM Studio for a native llama.cpp build (full benchmarks + recipe) — r/LocalLLM
  3. llmserver – one bash script for local LLMs with model security checks (llama.cpp / vLLM / Ollama) — r/huggingface
  4. Introducing Zest: model server + agent + friendly GUI — r/LocalLLaMA
  5. I made Pumpkin, a graphical manager for llama.cpp for my girlfriend. It turned out well, so I put it on github — r/LocalLLaMA
  6. Merge-Based Vocabulary Extension Stalls at the Pre-Tokenizer: An English-Preserving Repair for Nepali, Tested in Continued Pretraining — arXiv cs.CL
  7. Nanbeige4.3-33B Q4 on a MacBook Pro M5 Max, mlx-lm vs llama.cpp vs Kapitsa, Prefill/Decode 512 to 32K range. — r/LocalLLaMA
  8. Quad 3090 vs 256 M5 Ultra For Agentic Coding — r/LocalLLM

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