Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome_llm
https://github.com/wei-ann-Github/awesome_llm
- The Practical Guides for LLMs
- Auto Label
- PromptSource
- Flan-Mini - Lab
- Link
- CodeLlama
- CodeLlama-Python
- Llama-2
- Understanding LLaMA-2 Architecture & its Ginormous Impact on GenAI
- Mistral-7B-v0.1
- The best 7B model to date, Apache 2.0
- OpenLlama
- tiiuae/falcon-7b
- flacuna
- CodeLlama-Instruct
- Mistral-7B-Instruct-v0.1
- The best 7B model to date, Apache 2.0
- Llama-2 Chat
- ChatGPT
- HuggingChat
- Oobabooga Text Generation WebUI
- Extensions
- LoRA finetuning In-Depth Analysis with Llama2
- TRL
- Fine-tune Llama 2 with DPO
- Huggingface PEFT methods
- LOMO: LOw-Memory Optimization
- Making evaluating and fine-tuning LLaMA models with low-rank adaptation (LoRA) easy.
- Finetuning LLMs with LAMINI
- MiniChain
- LangChain
- course
- Romeo GPT
- Building Systems with the ChatGPT API
- Paper
- Legal Prompt Engineering
- ChatGPT Prompt Engineering for Developers
- HyperDB
- Part 1
- LangChain
- Ray Serve
- github
- Video
- Evaluating and Debugging Generative AI
- Evaluating and Debugging Generative AI
- Link
- OPTIMIZING PRE-TRAINED MODELS: A GUIDE TO PARAMETER-EFFICIENT FINE-TUNING (PEFT)
- Understanding Prompt Tuning And Prefix Tuning
- Instruction fine-tuning Llama 2 with PEFT’s QLoRa method
- ChatGPT prompts: How to optimize for sales, marketing, writing and more
- Link
- Getting Started With LlamaIndex
- OpenAI API Cookbook
- Evolution of Prompt Engineering
- Prompting Guide
- Prompt Injections
- Vector Databases: The Unseen Heroes of LLM and CV Applications
- Maximizing the Potential of LLMs: Using Vector Databases
- How to build a Llama 2 chatbot
- Patterns for Building LLM-based Systems & Products
- Leveraging FastAPI, OpenAI, and SQLAlchemy for Natural Language SQL Queries
- Creating a Chatbot with FalconAI LangChain and Chainlit
- Topic Modeling with Llama-2
- 'Hypnotized' ChatGPT and Bard Will Convince Users to Pay Ransoms and Drive Through Red Lights
- Is GPT-4 Getting Worse Overtime?
- Paper
- Google Tells Employees to Stay Away from Its Own Bard Chatbot
- 'hallucination problems' still plague A.I. tech
- Meet the Brains Behind the Malware-Friendly AI Chat Service ‘WormGPT’
- Cyber Threats
- ChatGPT Release Notes
Programming Languages
Keywords
large-language-models
3
python
3
machine-learning
3
lora
2
llm
2
llama
2
nlp
2
natural-language-processing
2
transformer
1
adapter
1
diffusion
1
survey
1
parameter-efficient-learning
1
pytorch
1
transformers
1
ai
1
alpaca
1
alpaca-lora
1
openai
1
llms
1
langchain
1
huggingface-transformers
1
gpt-4
1
data-science
1
anthropic-claude
1
llm-evaluation-metrics
1
llm-evaluation-framework
1
llm-evaluation
1
evaluation-metrics
1
evaluation-framework
1
redis
1
fastapi
1
peft
1
language-model
1
gpt-j
1
gpt
1
google-colab
1