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9.2
TFLOPS
7
37
Nick Colea
Nick-Co
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mm-ctx – fast, multimodal context for agents. LLM-based agents handle text incredibly well, but images, videos, or PDFs with visual content are hard to interpret. mm-ctx gives your CLI agent multi-modal skills. Try it interactively in Spaces: https://huggingface.co/spaces/vlm-run/mm-ctx Readme: https://vlm-run.github.io/mm/ PyPI: https://pypi.org/project/mm-ctx SKILL.md: https://github.com/vlm-run/skills/blob/main/skills/mm-cli-skill/SKILL.md mm-ctx is meant to feel familiar: the UNIX tools we already love (find/cat/grep/wc), rebuilt for file types LLMs can't read natively and designed to work with agents via the CLI. - mm grep "invoice #1234" ~/Downloads searches across PDFs and returns line-numbered matches - mm cat <document>.pdf returns a metadata description of the file - mm cat <photo>.jpg returns a caption of the photo - mm cat <video>.mp4 returns a caption of the video A few things we obsessed over: ⚡ Speed: Rust core for the hot paths 🏠 Local-first, BYO model: Uses any OpenAI-compatible endpoint: Ollama, vLLM/SGLang, LMStudio with any multimodal LLM (Gemma4, Qwen3.5, GLM-4.6V). 🔗 Composable: stdin + structured outputs 🤖 Drops into any agent via mm-cli-skills: Claude Code, Codex, Gemini CLI, OpenClaw. We’d love to hear your feedback! Especially on the CLI and what file types and workflows you would like to see next.
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4 days ago
Jundot/Qwen3.6-35B-A3B-oQ4-mtp
liked
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5 days ago
unsloth/Qwen3.6-35B-A3B-MTP-GGUF
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New activity in
unsloth/Qwen3.6-35B-A3B-UD-MLX-3bit
12 days ago
chat_template.jinja updated upstream
#1 opened 12 days ago by
Nick-Co
New activity in
unsloth/Qwen3.6-35B-A3B-UD-MLX-4bit
16 days ago
There is no benchmark for mlx models
👍
1
7
#4 opened 19 days ago by
zaskara
New activity in
bearzi/gemma-4-31b-it-oQ3
18 days ago
Doesn't seem to work.
3
#1 opened 19 days ago by
Nick-Co
New activity in
unsloth/Qwen3.6-27B-UD-MLX-3bit
22 days ago
Quick question: I noticed your MLX 3-bit variant sits at ~24GB, while GGUF’s Q3_K_S is only ~12.4GB?
👀
1
4
#1 opened 22 days ago by
realperson1234
New activity in
Jundot/Qwen3.6-27B-oQ4
23 days ago
Any change of a oQ3 or oQ3.5 for this one?
#1 opened 23 days ago by
Nick-Co
New activity in
unsloth/Qwen3.6-27B-UD-MLX-4bit
23 days ago
Any chance for a 3-bit MLX version of this big boy?
2
#1 opened 24 days ago by
Nick-Co
New activity in
Jackrong/Gemopus-4-26B-A4B-it
30 days ago
MLX-Gemopus-4-26B-A4B-it
#2 opened 30 days ago by
Nick-Co