llava SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
llava from yichen-zju/claude-for-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yichen-zju/claude-for-research/llava@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yichen-zju/claude-for-research
- Path
claude/skills/llava/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 14, 2026
- Size
- 7,833 bytes
- Repository stars
- 10
- License
- none declared
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruction following. Use for vision-language chatbots or image understanding tasks. Best for conversational image analysis.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# LLaVA - Large Language and Vision Assistant Open-source vision-language model for conversational image understanding. ## When to use LLaVA **Use when:** - Building vision-language chatbots - Visual question answering (VQA) - Image description and captioning - Multi-turn image conversations - Visual instruction following - Document understanding with images **Metrics**: - **23,000+ GitHub stars** - GPT-4V level capabilities (targeted) - Apache 2.0 License - Multiple model sizes (7B-34B params) **Use alternatives instead**: - **GPT-4V**: Highest quality, API-based - **CLIP**: Simple zero-shot classification - **BLIP-2**: Better for captioning only - **Flamingo**: Research, not open-source ## Quick start ### Installation ```bash # Clone repository git clone https://github.com/haotian-liu/LLaVA cd LLaVA # Install pip install -e . ``` ### Basic usage ```python from llava.model.builder import load_pretrained_model from llava.mm_utils import get_model_name_from_path, process_images, tokenizer_image_token from llava.constants import IMAGE_TOKEN_INDEX, DEFAULT_IMAGE_TOKEN from llava.conversation import conv_templates from PIL import Image import torch # Load model …
Read the whole file at its exact version.
How to install
mdr add yichen-zju/claude-for-research/llava@sha256:e2c915ece2f3e50eThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_of2cwe4diy2cpid6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7833 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yichen-zju/claude-for-research · 10 stars · license none declared · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_of2cwe4diy2cpid6 GET https://markdownregistry.com/api/v1/resolve?ref=yichen-zju/claude-for-research/llava GET https://markdownregistry.com/api/v1/blob/e2c915ece2f3e50ea110320b7a364dd36361d3010e102e800416dfa3b4299745
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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