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  • Sky Computing Lab, UC Berkeley
  • Berkeley, CA

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@ACM-Class-2016

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Showing results
JavaScript 50 21 Updated Sep 22, 2024

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Python 11,444 994 Updated Nov 8, 2024

High-performance In-browser LLM Inference Engine

TypeScript 13,567 872 Updated Nov 4, 2024

LlamaIndex is a data framework for your LLM applications

Python 36,584 5,232 Updated Nov 8, 2024

Efficient vision foundation models for high-resolution generation and perception.

Python 2,321 185 Updated Nov 3, 2024

Inference code for Llama models

Python 56,329 9,557 Updated Aug 18, 2024

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Jupyter Notebook 47,523 5,618 Updated Sep 18, 2024

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

Python 2,402 255 Updated Aug 13, 2024

The data processing pipeline for the Koala chatbot language model

Python 116 13 Updated Apr 6, 2023

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

Python 29,530 4,048 Updated Jul 17, 2024

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Python 36,903 4,546 Updated Nov 8, 2024

Kubernetes Tutorial for the PS2 group meetings at UC Berkeley

Shell 15 1 Updated Mar 23, 2023

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum compu…

Jupyter Notebook 1,324 200 Updated Jul 21, 2024

Examples and instructions about use LLMs (especially ChatGPT) for PhD

108 1 Updated Mar 18, 2023

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 94,565 15,299 Updated Nov 9, 2024

Running large language models on a single GPU for throughput-oriented scenarios.

Python 9,186 549 Updated Oct 28, 2024

A user-space file system for interacting with Google Cloud Storage

Go 2,050 430 Updated Nov 8, 2024

Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems

Python 8,226 773 Updated Nov 7, 2024

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Python 5,641 639 Updated Sep 24, 2024

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 30,429 2,794 Updated Nov 9, 2024

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

Python 259 8 Updated Mar 18, 2024

A service for launching containerized processes on cloud infrastructure.

Python 11 1 Updated Nov 16, 2023

[NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers

Python 167 27 Updated Feb 28, 2023

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

Python 4,553 369 Updated Oct 23, 2024

Tutorial to get started with SkyPilot!

Jupyter Notebook 56 9 Updated May 15, 2024

SeaweedFS is a fast distributed storage system for blobs, objects, files, and data lake, for billions of files! Blob store has O(1) disk seek, cloud tiering. Filer supports Cloud Drive, cross-DC ac…

Go 22,791 2,293 Updated Nov 8, 2024

Productive, portable, and performant GPU programming in Python.

C++ 25,506 2,282 Updated Oct 7, 2024

The missing star history graph of GitHub repos - https://star-history.com

TypeScript 6,564 261 Updated Nov 1, 2024

Distributed Task Queue (development branch)

Python 24,841 4,669 Updated Nov 6, 2024