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Independent project, not affiliated with Anthropic
orchestra-research avatar

Fine Tuning Openvla Oft

orchestra-research/ai-research-skills
584 installs11.5k stars
Summary

This wraps the official OpenVLA-OFT fine-tuning workflows for adapting vision-language-action models to robot tasks. You're getting LoRA-based fine-tuning pipelines and eval scripts for the LIBERO benchmark, which tests manipulation skills across different task suites. The quick start points you straight at evaluating a pretrained checkpoint on LIBERO spatial tasks with 50 trials per task. It's built for researchers doing embodied AI work who need to adapt OpenVLA's continuous action prediction for their own robot setups. The repo setup assumes you're comfortable cloning research codebases and running Python eval scripts. Three security audits show mostly green with one Snyk warning to check.

Install to Claude Code

npx -y skills add orchestra-research/ai-research-skills --skill fine-tuning-openvla-oft --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
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inference shell
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create and run specialised agents in minutes
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MCP-ready Email SendingMCP-ready Email Sending
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
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Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
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belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Backend & APIsGit & Pull RequestsAI & Agent BuildingData Science & MLDebuggingGenerative Media
First SeenJun 3, 2026
View on GitHub

More from orchestra-research/ai-research-skills

All 95 skills →
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  • Evaluating Cosmos Policy581
  • Presenting Conference Talks581
  • Ml Training Recipes573
  • Evolving Ai Agents544
  • Ml Paper Writing1.9k
  • Brainstorming Research Ideas823
  • Creative Thinking For Research801
  • Academic Plotting778
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  • Serving Llms Vllm762
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  • Tensorrt Llm757
  • Stable Diffusion Image Generation705
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  • Weights And Biases691
  • Huggingface Accelerate690
  • Prompt Guard690
  • Unsloth690
  • Crewai Multi Agent689
  • Knowledge Distillation686
  • Peft Fine Tuning684
  • Quantizing Models Bitsandbytes684
  • Ray Data684

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