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Clarification-Aware Fine-Tuning for Code Generation
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)
[ICLR 2024] Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain
Finetune Llama 3.2 1B model on the python code dataset
A curated list for Efficient Large Language Models
Best practices for distilling large language models.
Code for the paper "Evaluating Large Language Models Trained on Code"
A @ClickHouse fork that supports high-performance vector search and full-text search.
llama3 implementation one matrix multiplication at a time
[NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't Know'"
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
DocChecker: Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment
HumanEvalComm: Evaluating Communication Skill of Code LLM and LLM Agent
Git repository visualizations, cumulative contribution statistics and more. Run `npx -y git-truck` to try Git Truck today!
[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.
Source code and data for large language models research
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
[ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Software Engineering for AI/ML -- An Annotated Bibliography
Astraios: Parameter-Efficient Instruction Tuning Code Language Models
🦔 PostHog provides open-source web & product analytics, session recording, feature flagging and A/B testing that you can self-host. Get started - free.
Repository and hands-on workshop on how to develop applications with local LLMs
A curated repository of software engineering repository mining data sets
Biterm Topic Model (BTM): modeling topics in short texts