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The Top 23 Pytorch Language Model Open Source Projects

Open source projects categorized as Pytorch Language Model
Categories > Machine Learning > Language Model
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125most recent commit 14 days agopypi transformers} Downloads
Haystack ⭐ 12,474
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
dependent packages 30total releases 100most recent commit 3 months agopypi farm-haystack} Downloads
Rwkv Lm ⭐ 10,705
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
most recent commit 3 months ago
Chatrwkv ⭐ 8,991
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
dependent packages 1total releases 46most recent commit 4 months agopypi rwkv} Downloads
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18most recent commit 4 months agopypi petals} Downloads
Lora ⭐ 7,814
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
dependent packages 16total releases 3most recent commit 4 months agopypi loralib} Downloads
Lmflow ⭐ 7,589
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
most recent commit 3 months ago
Open_clip ⭐ 7,355
An open source implementation of CLIP.
dependent packages 54total releases 42most recent commit 4 months agopypi open-clip-torch} Downloads
Speechbrain ⭐ 7,166
A PyTorch-based Speech Toolkit
most recent commit 3 months ago
Opennmt Py ⭐ 6,449
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
dependent packages 8total releases 35most recent commit 3 months agopypi OpenNMT-py} Downloads
Bert Pytorch ⭐ 5,605
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit 9 months ago
Clue ⭐ 3,345
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
most recent commit a year ago
Chatglm Efficient Tuning ⭐ 3,130
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
total releases 6most recent commit 6 months ago
Open_flamingo ⭐ 3,115
An open-source framework for training large multimodal models.
most recent commit 5 months ago
Mixtral Offloading ⭐ 1,943
Run Mixtral-8x7B models in Colab or consumer desktops
most recent commit 3 months ago
Ecco ⭐ 1,857
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
dependent packages 1total releases 18most recent commit 3 months agopypi ecco} Downloads
Awd Lstm Lm ⭐ 1,838
LSTM and QRNN Language Model Toolkit for PyTorch
most recent commit 2 years ago
Pytorch Cpp ⭐ 1,710
C++ Implementation of PyTorch Tutorials for Everyone
most recent commit 4 months ago
Farm ⭐ 1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
dependent packages 2total releases 25most recent commit 4 months agopypi farm} Downloads
Spacy Transformers ⭐ 1,302
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dependent packages 6total releases 7most recent commit 4 months ago
Chinese Electra ⭐ 1,253
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
most recent commit a year ago
Pytorch Openai Transformer Lm ⭐ 1,182
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
most recent commit 5 years ago
Kobert ⭐ 1,035
Korean BERT pre-trained cased (KoBERT)
most recent commit a year ago
The 10 Most Depended On Pytorch Language Model Open Source Projects
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 14 days agopypi transformers} Downloads
Open_clip ⭐ 7,355
An open source implementation of CLIP.
dependent packages 54total releases 42latest release October 24, 2023most recent commit 4 months agopypi open-clip-torch} Downloads
Lora ⭐ 7,814
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
dependent packages 16total releases 3latest release August 27, 2023most recent commit 4 months agopypi loralib} Downloads
Opennmt Py ⭐ 6,449
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
dependent packages 8total releases 35latest release November 02, 2023most recent commit 3 months agopypi OpenNMT-py} Downloads
Spacy Transformers ⭐ 1,302
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dependent packages 6total releases 7latest release May 25, 2023most recent commit 4 months ago
Farm ⭐ 1,706
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
dependent packages 2total releases 25latest release September 14, 2020most recent commit 4 months agopypi farm} Downloads
Trankit ⭐ 693
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
dependent packages 2total releases 20latest release March 26, 2022most recent commit 5 months agopypi trankit} Downloads
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18latest release November 20, 2023most recent commit 4 months agopypi petals} Downloads
The 10 Latest Releases In Pytorch Language Model Open Source Projects
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18latest release November 20, 2023most recent commit 4 months agopypi petals} Downloads
Chatrwkv ⭐ 8,991
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
dependent packages 1total releases 46latest release November 17, 2023most recent commit 4 months agopypi rwkv} Downloads
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 14 days agopypi transformers} Downloads
Opennmt Py ⭐ 6,449
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
dependent packages 8total releases 35latest release November 02, 2023most recent commit 3 months agopypi OpenNMT-py} Downloads
Open_clip ⭐ 7,355
An open source implementation of CLIP.
dependent packages 54total releases 42latest release October 24, 2023most recent commit 4 months agopypi open-clip-torch} Downloads
Nlg Metricverse ⭐ 75
[COLING22] An End-to-End Library for Evaluating Natural Language Generation
total releases 8latest release September 19, 2023most recent commit 4 months ago
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