Beast code in Giters

Roman Solomatin's starred repositories

LLM101n

LLM101n: Let's build a Storyteller

29591 22860

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22793 244 2544

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Language:PythonApache-2.019220 278 2940

continue

⏩ Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains

Language:TypeScriptApache-2.018812 95 1628

flash-attention

Fast and memory-efficient exact attention

Language:PythonBSD-3-Clause14019 120 1097

rye

a Hassle-Free Python Experience

Language:RustMIT13787 62 661

Ice

Powerful menu bar manager for macOS

Language:SwiftGPL-3.013415 56 342

exo

Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

Language:PythonGPL-3.010933 74 265

pip

The Python package installer

Language:PythonMIT9517 318 7371

axolotl

Go ahead and axolotl questions

Language:PythonApache-2.07848 48 671

lm-evaluation-harness

A framework for few-shot evaluation of language models.

Language:PythonMIT6870 38 1128

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Language:PythonApache-2.05662 95 1057

giskard

🐢 Open-Source Evaluation & Testing for ML & LLM systems

Language:PythonApache-2.04038 32 458

xtuner

An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)

Language:PythonApache-2.03920 34 530

RouteLLM

A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!

Language:PythonApache-2.03198 26 50

matmulfreellm

Implementation for MatMul-free LM.

Language:PythonApache-2.02916 44 31

typos

Source code spell checker

Language:RustApache-2.02634 11 384

AutoRAG

AutoML tool for RAG

Language:PythonApache-2.02536 20 488

lsp-ai

LSP-AI is an open-source language server that serves as a backend for AI-powered functionality, designed to assist and empower software engineers, not replace them.

Language:RustMIT2184 19 52

mteb

MTEB: Massive Text Embedding Benchmark

Language:Jupyter NotebookApache-2.01922 15 444

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

Language:PythonMIT1778 22 77

dumb-jump

an Emacs "jump to definition" package for 50+ languages

Language:Emacs LispGPL-3.01582 24 233

FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

Language:PythonMIT1269 10 79

rank_bm25

A Collection of BM25 Algorithms in Python

Language:PythonApache-2.01026 10 31

bm25s

Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy

Language:PythonMIT860 4 27

rulm

Language modeling and instruction tuning for Russian

Language:Jupyter NotebookApache-2.0453 17 22

llama-tokenizer-js

JS tokenizer for LLaMA 1 and 2

Language:JavaScriptMIT335 4 11

llm_benchmarks

A collection of benchmarks and datasets for evaluating LLM.

297 2 1

infini-transformer

PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)

Language:PythonMIT279 6 14

allainews_sources

A list of online news & info sources in the AI/ML/Data Science space

CC0-1.089 30