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zhangxinxin234's Projects

minlora icon minlora

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

pdf_parsing icon pdf_parsing

PDF解析(文字,章节,表格,图片,参考),基于大模型(ChatGLM2-6B, RWKV)+langchain+streamlit的PDF问答,摘要,信息抽取

peft icon peft

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

ringrwkv icon ringrwkv

修复Transformer官方库中RWKV的适配问题,支持RWKV所有系列模型在转换后,通过RingRWKV库,与其他transfomer模型一样简单方便地部署和微调。

rwkv-classification icon rwkv-classification

This is a project to train classification model using RWKV model from Huggingface transformers library

rwkv-lm icon rwkv-lm

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.

rwkv5-lm-lora icon rwkv5-lm-lora

LoRA Trainer on Cuda and Rocm Platform. RWKV is a 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.

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