MohammadrezaBanaei

MohammadrezaBanaei's Stars

• PacktPublishing/LLM-Engineers-Handbook

  The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

  Language:Python1.6k252

• mobiusml/hqq

  Official implementation of Half-Quadratic Quantization (HQQ)

  Language:Python70069

• lm-sys/RouteLLM

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

  Language:Python3.3k248

• IST-DASLab/marlin

  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

  Language:Python62447

• IST-DASLab/gptq

  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

  Language:Python1.9k154

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python34.5k4.3k

• allenai/OLMo

  Modeling, training, eval, and inference code for OLMo

  Language:Python4.6k474

• derlin/swisstext-bert-lid

  Package to finetune and use a BERT model for Swiss-German language identification.

  Language:Python3

• negar-foroutan/multilingual-code-switched-reasoning

  [EMNLP 2023 - Findings] Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention

  Language:Python42

• blinpete/wiki-graph

  A graph view for Wikipedia.

  Language:JavaScript17212

• jessevig/bertviz

  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  Language:Python6.9k783

• IBM/Dromedary

  Dromedary: towards helpful, ethical and reliable LLMs.

  Language:Python1.1k87

• epfl-nlp/kogito

  A Python Commonsense Knowledge Inference Toolkit

  Language:Python636

• huggingface/peft

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

  Language:Python16.5k1.6k

• tatsu-lab/stanford_alpaca

  Code and documentation to train Stanford's Alpaca models, and generate the data.

  Language:Python29.6k4.1k

• ahmetustun/hyperx

  Language:Python191

• negar-foroutan/multiLMs-lang-neutral-subnets

  [EMNLP 2022] Discovering Language-neutral Sub-networks in Multilingual Language Models.

  Language:Python81

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python35.5k4.1k

• EleutherAI/lm-evaluation-harness

  A framework for few-shot evaluation of language models.

  Language:Python7k1.9k

• unit8co/darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  Language:Python8.1k880

• facebookresearch/fastText

  Library for fast text representation and classification.

  Language:HTML25.9k4.7k

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python135k27k

• madmaze/pytesseract

  A Python wrapper for Google Tesseract

  Language:Python5.9k721

• tmux/tmux

  tmux source code

  Language:C35.4k2.1k

• dmort27/epitran

  A tool for transcribing orthographic text as IPA (International Phonetic Alphabet)

  Language:Python654122

• bckenstler/CLR

  Language:Jupyter Notebook1.2k247

• rsennrich/subword-nmt

  Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

  Language:Python2.2k464

• zihangdai/xlnet

  XLNet: Generalized Autoregressive Pretraining for Language Understanding

  Language:Python6.2k1.2k

• facebookresearch/XLM

  PyTorch original implementation of Cross-lingual Language Model Pretraining.

  Language:Python2.9k498

• prakashpandey9/Text-Classification-Pytorch

  Text classification using deep learning models in Pytorch

  Language:Python809239