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shossain's Projects

chatbot-ui icon chatbot-ui

A ChatGPT clone for running locally in your browser.

gill icon gill

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

lm-infinite icon lm-infinite

Implementation of paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"

longlm icon longlm

LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

longlora icon longlora

Efficient long-context fine-tuning, supervised fine-tuning, LongQA dataset.

memgpt icon memgpt

Teaching LLMs memory management for unbounded context 📚🦙

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

opendelta icon opendelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

pose icon pose

Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length

rerope icon rerope

Rectified Rotary Position Embeddings

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

trulens icon trulens

Evaluation and Tracking for LLM Experiments

unstructured icon unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

whisper_streaming icon whisper_streaming

Whisper realtime streaming for long speech-to-text transcription and translation

yarn icon yarn

YaRN: Efficient Context Window Extension of Large Language Models

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