openai-cookbook
OpenCharacters
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215 | 53 | |
55,954 | 356 | |
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9.5 | 7.5 | |
6 days ago | 6 days ago | |
MDX | HTML | |
MIT License | MIT License |
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openai-cookbook
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Question-Answer System Architectures using LLMs
A pretrained LLM is a closed-book system: It can only access information that it was trained on. With domain fine-tuning, the system manifests additional material. An early prototype of this technique was shown in this OpenAi cookbook: For the target domain, text was embedded using an API, and then when using the LLM, embeddings were retrieved using semantic similarity search to formulate an answer. Although this approach evolved to retrieval-augmented generation, its still a technique to adapt a Gen2 (2020) or Gen3 (2022) LLM into a question-answering system.
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Ask HN: High quality Python scripts or small libraries to learn from
https://github.com/openai/openai-cookbook/blob/main/examples...
- Collection of notebooks showcasing some fun and effective ways of using Claude
- OpenAI Cookbook: Techniques to improve reliability
- OpenAI Cookbooks
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How to fine tune vit/convnet to focus on the layout of the input room image and ignore other things ?
It sounds like you are trying to tweak embeddings for similarity search. Rather than fine-tune the model's layers, you may want to try training a linear transformation the existing model's output embedding. Openai has a cookbook on how to do that. You will need some data though - but I think you can try it with ~20 pieces of synthetically generated data.
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Best base model 1B or 7B for full finetuning
tutorial from OpenAI https://github.com/openai/openai-cookbook/blob/main/examples/Question_answering_using_embeddings.ipynb
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Resources to learn ChatGPT and the OpenAI API
OpenAI Cookbook
- OpenAI Cookbook
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Another Major Outage Across ChatGPT and API
OpenAI community repo with lots of examples: https://github.com/openai/openai-cookbook
OpenCharacters
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Is there an open source "chat" interface for the GPT4 API?
I also like Open Charactershttps://josephrocca.github.io/OpenCharacters/
- What's the low-down with Claude?
- Anyone know an alternative AI that doesn't treat me like a child and morally lectures/refuse to write stories that I tell it to write.
- OpenCharacters/README.md at main · josephrocca/OpenCharacters · GitHub
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Inflection's AI Pi is scarily good, almost made me tear up
I don't think he's using a 32k context. Rather, the OpenCharacter framework he's using can summarize and save memories locally for future reference.
- Got an new open Ai account, how long until I get banned again?
- okay but
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What is everyone so scared of?
For writing and specific intelligence tasks like programming or tax accounting, I use this Open source code that permanently aligns gpt4 and gives it semantic memory: https://josephrocca.github.io/OpenCharacters/
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I felt so blessed I can use ChatGPT as my therapist. It really helped with my anxiety. Now they killed the feature :(
Consider this github project : https://github.com/josephrocca/OpenCharacters
- Eliezer Yudkowsky claims he’s been working on Ai alignment since 2001...
What are some alternatives?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
agnai - AI Agnostic (Multi-user and Multi-bot) Chat with Fictional Characters. Designed with scale in mind.
gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs
SillyTavern - LLM Frontend for Power Users.
chatgpt-retrieval-plugin - The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
SimpleHtmlChatAgents - Very simple chat interface with memory. Introduction to using openai API
askai - Command Line Interface for OpenAi ChatGPT
chatbot-ui - AI chat for every model.
gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]
TavernAI - Atmospheric adventure chat for AI language models (KoboldAI, NovelAI, Pygmalion, OpenAI chatgpt, gpt-4)
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Kudasai - Streamlining Japanese-English Translation with Advanced Preprocessing and Integrated Translation Technologies