Augmented Interpretable Models
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Transformers | 127,491 |  | 64 | 2,484 | 8 days ago | 125 | November 15, 2023 | 946 | apache-2.0 | Python |
| 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | ||||||||||
| Prompt Engineering Guide | 45,478 | 5 days ago | 49 | mit | MDX | |||||
| 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering | ||||||||||
| Stanford_alpaca | 24,846 | a year ago | 160 | apache-2.0 | Python | |||||
| Code and documentation to train Stanford's Alpaca models, and generate the data. | ||||||||||
| Rwkv Lm | 10,705 | 5 months ago | 60 | apache-2.0 | Python | |||||
| 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. | ||||||||||
| Nemo | 9,041 |  | 2 | 8 | 5 months ago | 70 | October 25, 2023 | 109 | apache-2.0 | Python |
| NeMo: a toolkit for conversational AI | ||||||||||
| Web Llm | 8,290 |  | 2 | 5 months ago | 15 | December 08, 2023 | 53 | apache-2.0 | TypeScript | |
| Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support. | ||||||||||
| Petals | 8,040 |  | 1 | 6 months ago | 18 | November 20, 2023 | 76 | mit | Python | |
| 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading | ||||||||||
| Lora | 7,814 |  | 16 | 5 months ago | 3 | August 27, 2023 | 79 | mit | Python | |
| Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models" | ||||||||||
| Lmflow | 7,589 | 5 months ago | 29 | apache-2.0 | Python | |||||
| An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All. | ||||||||||
| Open_clip | 7,355 |  | 54 | 5 months ago | 42 | October 24, 2023 | 130 | other | Jupyter Notebook | |
| An open source implementation of CLIP. | ||||||||||
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Jupyter Notebook
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Scikit Learn
Language Model
Logistic Regression
Sentiment Classification