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about me

im just a generic research assistant that likes to program for fun. i am curious about acceleration, specifically effective and efficient utilization of llms on the edge. think mixtral8x7b in your pocket.

tools i like 🛠️

                        

Bilal Siddiqui's Projects

chroma icon chroma

the AI-native open-source embedding database

gpt-fast icon gpt-fast

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

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llm-shearing icon llm-shearing

Preprint: Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

mistral icon mistral

Reference implementation of Mistral AI 7B v0.1 model.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qwen icon qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

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