Naman-ntc / FastCodeLinks
Utilities for efficient fine-tuning, inference and evaluation of code generation models
☆21Updated 2 years ago
Alternatives and similar repositories for FastCode
Users that are interested in FastCode are comparing it to the libraries listed below
Sorting:
- CodeUltraFeedback: aligning large language models to coding preferences (TOSEM 2025)☆72Updated last year
 - Understanding the correlation between different LLM benchmarks☆29Updated last year
 - NeurIPS 2024 tutorial on LLM Inference☆47Updated 10 months ago
 - Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last month
 - ☆28Updated last week
 - ☆80Updated 7 months ago
 - Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆62Updated last year
 - Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
 - [ICML 2023] "Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation", Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, …☆42Updated last year
 - LILO: Library Induction with Language Observations☆88Updated last year
 - Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆75Updated last year
 - ☆52Updated last year
 - ☆47Updated last year
 - Q-Probe: A Lightweight Approach to Reward Maximization for Language Models☆41Updated last year
 - ☆40Updated 5 months ago
 - In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning☆35Updated 2 years ago
 - Commit0: Library Generation from Scratch☆171Updated 5 months ago
 - Open Implementations of LLM Analyses☆107Updated last year
 - Code Implementation, Evaluations, Documentation, Links and Resources for Min P paper☆43Updated 2 months ago
 - Evaluating LLMs with CommonGen-Lite☆91Updated last year
 - ☆39Updated last year
 - Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated 2 years ago
 - [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Updated last year
 - StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆71Updated last year
 - Codebase for Instruction Following without Instruction Tuning☆36Updated last year
 - Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.☆32Updated 4 months ago
 - Composable inference algorithms with LLMs and programmable logic☆69Updated 10 months ago
 - Aioli: A unified optimization framework for language model data mixing☆28Updated 9 months ago
 - ☆29Updated 2 months ago
 - Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs☆40Updated last year