For anyone interested in building their own GGUF quants, I’ve put together the GGUF-Tool-Suite docs and a simple web UI to make the process easier. Docs: https://github.com/Thireus/GGUF-Tool-Suite/tree/main/docs Web UI: https://gguf.thireus.com/quant_…
We had Prompt engineering, then Context engineering, then Agents and Harness. Now we have Meta Harness, a harness that auto corrects its agentic mistakes and improves performance and uses less context: https://arxiv.org/abs/2603.28052 "The p…
https://preview.redd.it/s9lg647zjeug1.png?width=1161&format=png&auto=webp&s=4d0c361b5fbee97e4084e2d48543cafbc299ce25 I want to know whether GLM is another benchmark optimized model or actually useful in agents like OpenClaw, so I test…
Finetuned Gemma 3 270m on CPU only – full weights, no LoRA, no GPU, no cloud compute. ms-swift and a few minutes of patience. Small absurd dataset deliberately to make verification trivial: if the model outputs exactly what wasn't in its pretrainin…
TL;DR: DMax cleverly mitigates error accumulation by reforming decoding as a progressive self-refinement process, allowing the model to correct its own erroneous predictions during generation. Abstract: We present DMax, a new paradigm for effic…
Reasoning budget fix (merged): https://github.com/ggml-org/llama.cpp/pull/21697 New chat templates from Google to fix tool calling: 31B: https://huggingface.co/google/gemma-4-31B-it/blob/main/chat_template.jinja 27B: https://huggingface.co/google/gemma…
https://huggingface.co/collections/ggml-org/ocr-models submitted by /u/jacek2023 [link] [comments]
submitted by /u/Auralore [link] [comments]
Following my latest post about setting up Claude Code to be used with Local Models I received a recommendation in the comments to try **Pi**. The suggestion was based on its customizability and superior harness for local models. Unlike Claude Code, whi…