bzantium

bzantium's Stars

• pallets/flask

  The Python micro framework for building web applications.

  Language:Python68.4k2.1k2.7k16.3k

• openai/openai-cookbook

  Examples and guides for using the OpenAI API

  Language:MDX60.9k8954889.7k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook40.4k418694.3k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.7k2.6k01.7k

• karpathy/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda24.8k2521412.8k

• unslothai/unsloth

  Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

  Language:Python19.7k1341.2k1.4k

• UKPLab/sentence-transformers

  State-of-the-Art Text Embeddings

  Language:Python15.7k1422.2k2.5k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++13.8k1971.6k1.7k

• FlagOpen/FlagEmbedding

  Retrieval and Retrieval-augmented LLMs

  Language:Python8.1k501.1k591

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k49552428

• microsoft/LLMLingua

  [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

  Language:Python4.8k34134266

• mosaicml/llm-foundry

  LLM training code for Databricks foundation models

  Language:Python4.1k48385534

• openai/transformer-debugger

  Language:Python4.1k2514241

• OpenRLHF/OpenRLHF

  An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

  Language:Python3.4k28369316

• meta-llama/llama-agentic-system

  Agentic components of the Llama Stack APIs

  Language:Python3.2k3835308

• young-geng/EasyLM

  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

  Language:Python2.4k4388260

• huggingface/datatrove

  Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

  Language:Python2.1k47137158

• embeddings-benchmark/mteb

  MTEB: Massive Text Embedding Benchmark

  Language:Jupyter Notebook2k15557289

• NVIDIA/TransformerEngine

  A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

  Language:Python2k33366336

• apple/axlearn

  An Extensible Deep Learning Library

  Language:Python1.9k6323277

• McGill-NLP/llm2vec

  Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

  Language:Python1.4k23130106

• huggingface/nanotron

  Minimalistic large language model 3D-parallelism training

  Language:Python1.4k4393135

• huggingface/lighteval

  Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

  Language:Python90230172109

• google/cld3

  Language:C++8043563112

• stanford-crfm/levanter

  Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

  Language:Python5261425987

• huggingface/cosmopedia

  Language:Python477121245

• p-lambda/dsir

  DSIR large-scale data selection framework for language model training

  Language:Python23921819

• lucastononro/llm-food-delivery

  Making the food-delivery experience easy for busy folks :)

  Language:Python2070651

• NetEase-FuXi/EETQ

  Easy and Efficient Quantization for Transformers

  Language:C++18762614

• google/maxdiffusion

  Language:Python14512614