falcon

Large Language Model Text Generation Inference

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

An open-source and enterprise-level monitoring system.

A high-performance web server for Ruby, supporting HTTP/1, HTTP/2 and TLS.

LLM Finetuning with peft

🦙 Integrating LLMs into structured NLP pipelines

🩹Editing large language models within 10 seconds⚡

The simplest way to serve AI/ML models in production

🤖 A PyTorch library of curated Transformer models and their composable components

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

Fine-Tuned Language Models Exploration using LoRA and Hugging Face's Transformers Library