subhash (subhashnerella)

subhashnerella

Geek Repo

Company:University of Florida

Location:Gainesville

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subhash's starred repositories

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

Language:PythonLicense:MITStargazers:55588Issues:322Issues:284

llama_index

LlamaIndex is a data framework for your LLM applications

Language:PythonLicense:MITStargazers:34472Issues:244Issues:4818

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonLicense:Apache-2.0Stargazers:34344Issues:341Issues:2695

llama3

The official Meta Llama 3 GitHub site

Language:PythonLicense:NOASSERTIONStargazers:25540Issues:211Issues:228

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Language:PythonLicense:Apache-2.0Stargazers:24896Issues:219Issues:3998

generative-models

Generative Models by Stability AI

Language:PythonLicense:MITStargazers:23791Issues:254Issues:292

llm.c

LLM training in simple, raw C/CUDA

Language:CudaLicense:MITStargazers:22667Issues:222Issues:129

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Language:PythonLicense:Apache-2.0Stargazers:18751Issues:158Issues:1444

dspy

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

Language:PythonLicense:MITStargazers:15781Issues:132Issues:663

peft

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

Language:PythonLicense:Apache-2.0Stargazers:15477Issues:105Issues:998

mamba

Mamba SSM architecture

Language:PythonLicense:Apache-2.0Stargazers:12154Issues:99Issues:470

gorilla

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

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Megatron-LM

Ongoing research training transformer models at scale

Language:PythonLicense:NOASSERTIONStargazers:9692Issues:162Issues:655

trl

Train transformer language models with reinforcement learning.

Language:PythonLicense:Apache-2.0Stargazers:9008Issues:74Issues:1042

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Language:PythonLicense:MPL-2.0Stargazers:7979Issues:88Issues:453

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

Language:PythonLicense:MITStargazers:5756Issues:48Issues:968

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Language:PythonLicense:MITStargazers:4425Issues:49Issues:288

Doctor-Dignity

Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.

Language:PythonLicense:Apache-2.0Stargazers:3831Issues:54Issues:27

RL4LMs

A modular RL library to fine-tune language models to human preferences

Language:PythonLicense:Apache-2.0Stargazers:2150Issues:26Issues:54

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

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ReAct

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Language:Jupyter NotebookLicense:MITStargazers:1820Issues:16Issues:27

LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

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MM-REACT

Official repo for MM-REACT

Language:PythonLicense:MITStargazers:922Issues:19Issues:10

get-started-with-JAX

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

Language:Jupyter NotebookLicense:MITStargazers:614Issues:8Issues:0

awesome-foundation-and-multimodal-models

👁️ + 💬 + 🎧 = 🤖 Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]

FaRL

FaRL for Facial Representation Learning [Official, CVPR 2022]

Language:PythonLicense:MITStargazers:360Issues:8Issues:24

LAION-Face

The human face subset of LAION-400M for large-scale face pretraining.

AgentClinic

Agent benchmark for medical diagnosis

Language:PythonLicense:MITStargazers:63Issues:2Issues:1

nanoGPT_ft_DeepLake

The simplest, fastest repository for training/finetuning medium-sized GPTs streaming from Deep Lake

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