@syhw.bsky.social
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution arxiv.org/abs/2502.18449 by Yuxiang, Sida, and the whole team!
Get started with your favorite model here github.com/facebookrese...
Get started with your favorite model here github.com/facebookrese...
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
The recent DeepSeek-R1 release has demonstrated the immense potential of reinforcement learning (RL) in enhancing the general reasoning capabilities of large language models (LLMs). While DeepSeek-R1 ...
arxiv.org
February 26, 2025 at 7:00 PM
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution arxiv.org/abs/2502.18449 by Yuxiang, Sida, and the whole team!
Get started with your favorite model here github.com/facebookrese...
Get started with your favorite model here github.com/facebookrese...
EnCodec running in ffmpeg www.youtube.com/watch?v=5wlN...
ZML x FFmpeg
YouTube video by Steeve Morin
www.youtube.com
January 2, 2025 at 9:37 AM
EnCodec running in ffmpeg www.youtube.com/watch?v=5wlN...
Awesome work @kjain14.bsky.social!
(6/6) Check out our preprint for more details: arxiv.org/abs/2410.00752 (w/Gabriel Synnaeve and Baptiste Rozière)
Homepage: testgeneval.github.io
Sample Explorer: testgeneval.github.io/demo.html
Dataset: huggingface.co/datasets/kja...
Code: github.com/facebookrese...
Homepage: testgeneval.github.io
Sample Explorer: testgeneval.github.io/demo.html
Dataset: huggingface.co/datasets/kja...
Code: github.com/facebookrese...
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
Code generation models can help improve many common software tasks ranging from code completion to defect prediction. Most of the existing benchmarks for code generation LLMs focus on code authoring o...
arxiv.org
December 19, 2024 at 9:38 PM
Awesome work @kjain14.bsky.social!
Reposted
Thrilled to announce our new work TestGenEval, a benchmark that measures unit test generation and test completion capabilities. This work was done in collaboration with the FAIR CodeGen team.
Preprint: arxiv.org/abs/2410.00752
Leaderboard: testgeneval.github.io/leaderboard....
Preprint: arxiv.org/abs/2410.00752
Leaderboard: testgeneval.github.io/leaderboard....
December 19, 2024 at 8:59 PM
Thrilled to announce our new work TestGenEval, a benchmark that measures unit test generation and test completion capabilities. This work was done in collaboration with the FAIR CodeGen team.
Preprint: arxiv.org/abs/2410.00752
Leaderboard: testgeneval.github.io/leaderboard....
Preprint: arxiv.org/abs/2410.00752
Leaderboard: testgeneval.github.io/leaderboard....
Don't transform the code, code the transform ! By Chris Cummins at #neurips2024
December 15, 2024 at 10:37 PM
Don't transform the code, code the transform ! By Chris Cummins at #neurips2024
Just gave a talk on "Grounding LLMs in Code Execution" at the NeurIPS Hacker-Cup AI Competition, here are the slides docs.google.com/presentation...
[NeurIPS HackerCup 2024] Grounding LLMs in Code Execution
Grounding LLMs in Code Execution Gabriel Synnaeve, Meta, FAIR
docs.google.com
December 14, 2024 at 7:11 PM
Just gave a talk on "Grounding LLMs in Code Execution" at the NeurIPS Hacker-Cup AI Competition, here are the slides docs.google.com/presentation...
Gonna be at NeurIPS starting tomorrow afternoon. See you there, in particular if you want to talk about codegen and (post-)LLM research!
December 9, 2024 at 11:03 PM
Gonna be at NeurIPS starting tomorrow afternoon. See you there, in particular if you want to talk about codegen and (post-)LLM research!
> Quality is free, but only to those willing to pay heavily for it.
> The major problems of our work are not so much technological as sociological in nature.
> Get the best people (cut out the deadwood), and make them happy. Turn them loose.
> The major problems of our work are not so much technological as sociological in nature.
> Get the best people (cut out the deadwood), and make them happy. Turn them loose.
November 29, 2024 at 9:28 AM
> Quality is free, but only to those willing to pay heavily for it.
> The major problems of our work are not so much technological as sociological in nature.
> Get the best people (cut out the deadwood), and make them happy. Turn them loose.
> The major problems of our work are not so much technological as sociological in nature.
> Get the best people (cut out the deadwood), and make them happy. Turn them loose.
Reposted
It's Sunday morning so taking a minute for a nerdy thread (on math, tokenizers and LLMs) of the work of our intern Garreth
By adding a few lines of code to the base Llama 3 tokenizer, he got a free boost in arithmetic performance 😮
[thread]
By adding a few lines of code to the base Llama 3 tokenizer, he got a free boost in arithmetic performance 😮
[thread]
November 24, 2024 at 11:05 AM
It's Sunday morning so taking a minute for a nerdy thread (on math, tokenizers and LLMs) of the work of our intern Garreth
By adding a few lines of code to the base Llama 3 tokenizer, he got a free boost in arithmetic performance 😮
[thread]
By adding a few lines of code to the base Llama 3 tokenizer, he got a free boost in arithmetic performance 😮
[thread]