ChTauchmann

ChTauchmann's Stars

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

  Language:Jupyter Notebook11.5k913251.6k

• FlagOpen/FlagEmbedding

  Retrieval and Retrieval-augmented LLMs

  Language:Python6.7k41973480

• weaviate/Verba

  Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

  Language:TypeScript5.9k65205632

• arcee-ai/mergekit

  Tools for merging pretrained large language models.

  Language:Python4.4k50290391

• dvlab-research/LongLoRA

  Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

  Language:Python2.6k12172267

• FasterDecoding/Medusa

  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

  Language:Jupyter Notebook2.2k3285145

• langchain-ai/langserve

  LangServe 🦜️🏓

  Language:JavaScript1.9k20228205

• AkariAsai/self-rag

  This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

  Language:Python1.7k1879158

• Tongji-KGLLM/RAG-Survey

  1.7k3115118

• castorini/pyserini

  Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

  Language:Python1.6k18541354

• CStanKonrad/long_llama

  LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.

  Language:Python1.4k272487

• gkamradt/LLMTest_NeedleInAHaystack

  Doing simple retrieval from LLM models at various context lengths to measure accuracy

  Language:Jupyter Notebook1.4k1525149

• atfortes/Awesome-LLM-Reasoning

  Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.

  1.4k35180

• run-llama/llama-lab

  Language:Python1.4k1712168

• neelnanda-io/TransformerLens

  A library for mechanistic interpretability of GPT-style language models

  Language:Python92013192205

• ContextualAI/gritlm

  Generative Representational Instruction Tuning

  Language:Jupyter Notebook51984437

• zhijing-jin/Causality4NLP_Papers

  A reading list for papers on causality for natural language processing (NLP)

  48423056

• texttron/tevatron

  Tevatron - A flexible toolkit for neural retrieval research and development.

  Language:Python46099490

• epfml/landmark-attention

  Landmark Attention: Random-Access Infinite Context Length for Transformers

  Language:Python402401536

• mlfoundations/task_vectors

  Editing Models with Task Arithmetic

  Language:Python398101535

• google-research/distilling-step-by-step

  Language:Python3945955

• facebookresearch/dpr-scale

  Scalable training for dense retrieval models.

  Language:Python264181324

• lucidrains/soft-moe-pytorch

  Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch

  Language:Python2321188

• ACL2023-Retrieval-LM/ACL2023-Retrieval-LM.github.io

  https://acl2023-retrieval-lm.github.io/

  Language:JavaScript1515113

• OpenMatch/OpenMatch

  An Open-Source Package for Information Retrieval

  Language:Python14545818

• j-min/DallEval

  DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models (ICCV 2023)

  Language:Jupyter Notebook137726

• xbmxb/RAG-query-rewriting

  Language:Python108277

• ConsequentAI/fneval

  Functional Benchmarks and the Reasoning Gap

  Language:TeX75171

• roeehendel/icl_task_vectors

  Language:Python641617

• google/belief-localization

  This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Can Be Injected in Language Models."

  52357