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1. SWE-agent/SWE-agent SWE-agent/SWE-agent Public

   SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

   Python 15.2k 1.5k

2. SWE-bench/SWE-bench SWE-bench/SWE-bench Public

   SWE-bench [Multimodal]: Can Language Models Resolve Real-world Github Issues?

   Python 2.7k 456

3. attention_with_linear_biases attention_with_linear_biases Public

   Code for the ALiBi method for transformer language models (ICLR 2022)

   Python 520 38

4. self-ask self-ask Public

   Code and data for "Measuring and Narrowing the Compositionality Gap in Language Models"

   Jupyter Notebook 312 33

5. UsingTheOutputEmbedding UsingTheOutputEmbedding Public

   Code for the EACL paper "Using the Output Embedding to Improve Language Models" by Ofir Press and Lior Wolf

   Lua 45 7

6. shortformer shortformer Public

   Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.

   Python 146 8