Vortex5/G4-Dark-Soul-26B-A4B
Image-Text-to-Text • 26B • Updated • 886 • 15
JJohnson
druelchaos
·
AI & ML interests
None yet
Recent Activity
liked a model 8 days ago
Vortex5/G4-Dark-Soul-26B-A4B liked a dataset 15 days ago
ninar12/aesthetics-wiki liked a model about 1 month ago
DavidAU/MN-Oblivion-26B-UNCENSORED-NEO-Imatrix-GGUFOrganizations
None yet
liked a
model 8 days ago
liked a
dataset 15 days ago
liked a
model about 1 month ago
liked 2
models about 2 months ago
upvoted a collection about 2 months ago
liked a
model about 2 months ago
liked a
model 2 months ago
liked 2
models 3 months ago
reacted to spillai's post with 🔥 3 months ago
Post
8782
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: 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.
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: 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.
- 2 replies
liked 5
models 3 months ago
Blazed-Forge/Gemma-4-Gemsicle-31B-GGUF
31B • Updated • 1.42k • 5
Vortex5/Astral-Arcanist-12B
Text Generation • 12B • Updated • 63 • 9
ShyliaSafetensors/VeryWeirdDolphinMix-V1-24B-Heretic
Text Generation • 24B • Updated • 90 • • 9
Blazed-Forge/Gemma-4-Gemsicle-31B
31B • Updated • 378 • 26
p-e-r-e-g-r-i-n-e/Sprinkle-Gemma-4-31B
31B • Updated • 19 • 2
liked 2
models 4 months ago
liked a
model 5 months ago
liked a
Space 5 months ago