Francis Tembo's starred repositories
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
llm-numbers
Numbers every LLM developer should know
StableStudio
Community interface for generative AI
tokenmonster
Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
lm-evaluation-harness
A framework for few-shot evaluation of language models.
openai-samples
Samples for working with Azure OpenAI Service
openai-cookbook
Examples and guides for using the OpenAI API
flan-alpaca
This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.
auto-evaluator
Evaluation tool for LLM QA chains
whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
DeepSpeedExamples
Example models using DeepSpeed
hacker-scripts
Based on a true story
whisper.cpp
Port of OpenAI's Whisper model in C/C++
LiveWhisper
A nearly-live implementation of OpenAI's Whisper, using sounddevice. Requires existing Whisper install.