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Xiwu's Projects

anima icon anima

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

bert_attn_viz icon bert_attn_viz

Visualize BERT's self-attention layers on text classification tasks

cnocr icon cnocr

CnOCR: Awesome Chinese/English OCR toolkits based on PyTorch/MXNet, It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

dspy icon dspy

DSPy: The framework for programming—not prompting—foundation models

ecanet icon ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

electra icon electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

fine-tuning-gpt2 icon fine-tuning-gpt2

Codebase for the Medium Article on Fine-tuning GPT2 for Text Generation

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

giskard icon giskard

🐢 Evaluation & Testing framework for LLMs and ML models

imagebind icon imagebind

ImageBind One Embedding Space to Bind Them All

kb-ner icon kb-ner

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama icon llama

Inference code for LLaMA models

llama2csv icon llama2csv

Using open-source Llama2 as an alternate to OpenAI

llm-detect-ai icon llm-detect-ai

1st Place Solution for LLM - Detect AI Generated Text Kaggle Competition

llmlingua icon llmlingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

mathematics_dataset icon mathematics_dataset

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

ragas icon ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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