Low Tensor Rank adaptation of large language models

This repository highlights the LLMs reasoning capabilities of ✨ Mistral / LLaMA-3 / Phi-3 / Gemma / Flan-T5 / GPT-4o ✨ in Targeted Sentiment Analysis in Russian / Translated to English mass-media 📊

microsoft/Phi-3-vision-128k-instruct for Apple MLX

Train transformer-based models.

Code for paper "FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing"

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.

A simple Product Recommendation System.

Unify Efficient Fine-Tuning of 100+ LLMs

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

Identified ADEs and associated terms in an annotated corpus with Named Entity Recognition (NER) modeling with Flair and PyTorch. Fine-tuned pre-trained transformer models such as XLM-RoBERTa, SpanBERT, and Bio_ClinicalBERT. Achieved F1 scores of 0.73 and 0.77 for BIOES and BIO tagging models, respectively.

High quality resources & applications for LLMs, multi-modal models and VectorDBs

This repo contains a list of channels and sources from where LLMs should be learned

LlamaIndex is a data framework for your LLM applications

Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!

The open-source serverless GPU container runtime.

Easy multi-task learning with HuggingFace Datasets and Trainer

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry