Meta LLM Compiler: neural optimizer and disassembler
📰 Hacker News · foobazgt
Learn about Meta LLM Compiler, a family of models for code optimization and compiler capabilities, and how to leverage them for research and commercial use
Action Steps
- Explore the Meta LLM Compiler models and their capabilities using the Hugging Face repo
- Read the research paper on Meta LLM Compiler to understand its state-of-the-art results
- Fine-tune the LLM Compiler models for new optimizations and compiler tasks
- Use the LLM Compiler 7B & 13B models under a permissive license for research and commercial use
- Apply the Meta LLM Compiler to real-world code optimization and disassembly tasks
Who Needs to Know This
Developers and researchers can benefit from using Meta LLM Compiler to optimize code and identify opportunities for improvement, while compiler experts can use it to assist in their work
Key Insight
💡 Meta LLM Compiler achieves state-of-the-art results on code size optimization and disassembly, and can assist compiler experts in identifying opportunities for improvement
Share This
🚀 Meta LLM Compiler: optimize code and disassemble with AI! 🤖
Key Takeaways
Learn about Meta LLM Compiler, a family of models for code optimization and compiler capabilities, and how to leverage them for research and commercial use
Full Article
Title: AI at Meta on X: "Today we’re announcing Meta LLM Compiler, a family of models built on Meta Code Llama with additional code optimization and compiler capabilities. These models can emulate the compiler, predict optimal passes for code size, and disassemble code. They can be fine-tuned for new https://t.co/GFDZDbZ1VF" / X
URL Source: https://twitter.com/AIatMeta/status/1806361623831171318/photo/1
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Today we’re announcing Meta LLM Compiler, a family of models built on Meta Code Llama with additional code optimization and compiler capabilities. These models can emulate the compiler, predict optimal passes for code size, and disassemble code. They can be fine-tuned for new optimizations and compiler tasks.
[@HuggingFace](https://twitter.com/HuggingFace)
repo [https://go.fb.me/tdd3dw](https://t.co/9URAr9sn5E) Research paper [https://go.fb.me/85zwgy](https://t.co/nIYvWHqm1D) LLM Compiler achieves state-of-the-art results on code size optimization and disassembly. This work shows that AI is learning to optimize code and can assist compiler experts in identifying opportunities to apply optimizations. We’re releasing LLM Compiler 7B & 13B models under a permissive license for both research and commercial use in the hopes of making it easier for developers and researchers alike to leverage this in their work and carry forward new research in this space.
[](https://twitter.com/AIatMeta/status/1806361623831171318/photo/1)
[4:19 PM · Jun 27, 2024](https://twitter.com/AIatMeta/status/1806361623831171318)
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URL Source: https://twitter.com/AIatMeta/status/1806361623831171318/photo/1
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[AI at Meta ](https://twitter.com/AIatMeta)
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Today we’re announcing Meta LLM Compiler, a family of models built on Meta Code Llama with additional code optimization and compiler capabilities. These models can emulate the compiler, predict optimal passes for code size, and disassemble code. They can be fine-tuned for new optimizations and compiler tasks.
[@HuggingFace](https://twitter.com/HuggingFace)
repo [https://go.fb.me/tdd3dw](https://t.co/9URAr9sn5E) Research paper [https://go.fb.me/85zwgy](https://t.co/nIYvWHqm1D) LLM Compiler achieves state-of-the-art results on code size optimization and disassembly. This work shows that AI is learning to optimize code and can assist compiler experts in identifying opportunities to apply optimizations. We’re releasing LLM Compiler 7B & 13B models under a permissive license for both research and commercial use in the hopes of making it easier for developers and researchers alike to leverage this in their work and carry forward new research in this space.
[](https://twitter.com/AIatMeta/status/1806361623831171318/photo/1)
[4:19 PM · Jun 27, 2024](https://twitter.com/AIatMeta/status/1806361623831171318)
·
[511.4K Views](https://twitter.com/AIatMeta/status/1806361623831171318/analytics)
140
950
3.9K
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Read 140 replies
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## Relevant people
* [](https://twitter.com/AIatMeta) [AI at Meta ](https://twitter.com/AIatMeta) [@AIatMeta](https://twitter.com/AIatMeta) Follow Click to Follow AIatMeta Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
# Trending now
## What’s happening
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Balogun
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