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Srinivas Billa's Projects

cogvlm icon cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

eagle icon eagle

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

efficienthtr icon efficienthtr

EfficientNet-B7 for Offline Handwriting Recognition by Transfer Learning

exllama icon exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

exllamav2 icon exllamav2

A fast inference library for running LLMs locally on modern consumer-class GPUs

litellm icon litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

mergekit icon mergekit

Tools for merging pretrained large language models.

sglang icon sglang

SGLang is a structured generation language designed for large language models (LLMs). It makes your interaction with models faster and more controllable.

tensorrt-llm icon tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

tradecopy icon tradecopy

Processes NSE EOD data to MetaStock ASCII (7 column) format

trl icon trl

Train transformer language models with reinforcement learning.

trt-llm-as-openai icon trt-llm-as-openai

This reference can be used with any existing OpenAI integrated apps to run with TRT-LLM inference locally on GeForce GPU on Windows instead of cloud.

vllm icon vllm

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

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