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Sudipta Kar's starred repositories

langchain

🦜🔗 Build context-aware reasoning applications

Language:Jupyter NotebookMIT91169 678 7440

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION81562 1739 44379

llama

Inference code for Llama models

Language:PythonNOASSERTION55206 517 953

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

Language:JavaScriptMIT44136 8380

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Language:PythonApache-2.023466 312 977

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Language:PythonMIT22490 1266 100

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Language:PythonApache-2.015562 105 1006

allennlp

An open-source NLP research library, built on PyTorch.

Language:PythonApache-2.011731 280 2557

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 NotebookNOASSERTION11401 91 315

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Language:PythonApache-2.08191 73 402

Voyager

An Open-Ended Embodied Agent with Large Language Models

Language:JavaScriptMIT5440 63 144

sglang

SGLang is a fast serving framework for large language models and vision language models.

Language:PythonApache-2.04405 45 428

anthropic-cookbook

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Language:Jupyter NotebookMIT4152 136 27

simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Language:PythonApache-2.04058 64 1121

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

Language:PythonNOASSERTION3901 37 323

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

Language:PythonGPL-3.03151 50 52

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:PythonApache-2.02351 42 87

autolabel

Label, clean and enrich text datasets with LLMs.

Language:PythonMIT1985 20 250

hh-rlhf

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

MIT1544 190

flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

Language:PythonMIT1185 21 13

MeZO

[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

Language:PythonMIT1012 19 35

tensorboard_logger

Log TensorBoard events without touching TensorFlow

Language:PythonMIT630 29 24

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

Language:Jupyter NotebookBSD-3-Clause598 22 1

UltraFeedback

A large-scale, fine-grained, diverse preference dataset (and models).

Language:PythonMIT293 10 13

conversational-entity-linking

Resources for "Conversational Entity Linking: Problem Definition and Datasets"

Language:HTMLMIT16 50