large-language-models

This repository provides core code for managing large volumes of video footage, enabling content understanding, automatic tagging, and vector database storage. It integrates multimodal models and LLMs for accurate descriptions and semantic search. A web interface allows visualization.

✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".

Context & Guide For Reinforcement Learning with Verifiable Rewards with Large Language Models

Implementation of build an LLM from scratch by Sebastian Raschka.

🚀 Unified NLP Pipelines for Language Models

Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.

ICE-PIXIU：A Cross-Language Financial Megamodeling Framework

Implementation of TSDS: Data Selection for Task-Specific Model Finetuning. An optimal-transport framework for selecting domain-specific and task-specific training data to improve LLM finetuning and instruction tuning.

Practical guide to fine-tuning LLMs like Gemma, LLaMA, and Mistral on custom datasets using popular frameworks.

This is a RAG project to chat with your uploaded PDF , made using Langchain and Anthropic Claude 3 used as LLM , hosted using Streamlit

A comprehensive, production-focused guide to acing AI/ML system design interviews at top tech companies.

Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'

Calibrating LLMs with Information-Theoretic Evidential Deep Learning (ICLR 2025)

Multiple Choice Learning of Low Rank Adapters for Language Modeling

🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations

[WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews

A comprehensive survey of Vision–Language Models: Pretrained models, fine-tuning, prompt engineering, adapters, and benchmark datasets

The complete open-source LLM curriculum — prompt engineering, RAG, fine-tuning, agents, and production deployment. Beginner to advanced. Python. Free forever.

ESGenius: EMNLP 2025 Main Oral benchmark for LLM ESG and sustainability knowledge, with 1,136 questions, evaluation code, interactive heatmap, and Hugging Face dataset release.

A research-oriented training and evaluation framework for ECG-Language Models (ELMs)