中文nlp解决方案(大模型、数据、模型、训练、推理)
- bert
- nlp
- transformers
- gpt2
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MTEB: State-of-the-art evaluation of embeddings across languages and modalities
- benchmark
- clustering
- information-retrieval
- sentence-transformers
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
- machine-learning
- convolutional-networks
- embedding-vectors
- embeddings
Community maintained hardware plugin for vLLM on Huawei Ascend
In-browser Postgres sandbox with AI assistance (formerly postgres.new)
A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
- chatgpt
- visual-language-learning
- multi-modality
- foundation
Efficient few-shot learning with Sentence Transformers
- few-shot-learning
- nlp
- sentence-transformers
A Unified Library for Parameter-Efficient and Modular Transfer Learning
- nlp
- natural-language-processing
- adapters
- transformers
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
TranslatedPagekin (formerly AI Novel Writer): free, open-source AI novel writing app for long novels and web fiction. Imitate, continue, rewrite; import writing skills. Local-first, no model bundled. Windows & macOS. Pagekin, a free AI novel writing app, covers everything from settings and blueprints to the main text, review, and final draft. It supports deconstructing and imitating, continuing, and rewriting, and can import writing Skills (such as removing the "AI flavor"). You must configure the model yourself; your works stay local.
- ai-writing
- electron
- fiction-writing
- local-first
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)
- calibration
- decision-model
- jev
- jev-model
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
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:sunrise: A comprehensive, cutting-edge open-source framework for next-generation Transformers/LLM, with compute-matched benchmarking and a platform for autonomous architecture research.
- auto-research
- benchmark
- deep-learning
- language-models
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
Run transformers directly on Apple's Neural Engine in Swift bypass coreml entirely
- ane
- apple
- apple-neural-engine
- neural-engine
BulkFormer: A large-scale foundation model for human bulk transcriptomes
Research experiments exploring uncommon quant techniques.
- analysis
- jupyter-notebook
- python
- quant
Code and data for the paper "Evaluating German Transformer Language Models with Syntactic Agreement Tests" (Zaczynska et al., 2020)
- bert
- transformers
- syntactic-agreement
- german
A minimalistic codebase for training NLG models from HuggingFace Transformers using PyTorch Lightning.
- bart
- generation
- gpt-2
- language-model