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This is a repository of RALM surveys containing a summary of state-of-the-art RAG and other technologies
Go ahead and axolotl questions
Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vectors
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.
Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
Label, clean and enrich text datasets with LLMs.
A family of open-sourced Mixture-of-Experts (MoE) Large Language Models
A Unified Library for Parameter-Efficient and Modular Transfer Learning
Making large AI models cheaper, faster and more accessible
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Robust recipes to align language models with human and AI preferences
Code & Prompts for TopicGPT: A Prompt-Based Framework for Topic Modeling
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
OpenAgents: An Open Platform for Language Agents in the Wild
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
Cross-Platform, GPU Accelerated Whisper 🏎️
[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
LlamaIndex is a data framework for your LLM applications
The personal website/portfolio of Hashir Shoaib. Built using Nextjs and Bootstrap5.
The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.
A highly customizable and mobile first Hugo template for personal portfolio and blog.
🔥 The Complete Customizable Software Developer Portfolio Template which lets you showcase your work and provides each and every detail about you as Software Developer.
🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer.
A playbook for systematically maximizing the performance of deep learning models.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.