instructor-embedding
buzz
instructor-embedding | buzz | |
---|---|---|
4 | 21 | |
1,703 | 9,937 | |
3.1% | - | |
5.9 | 8.5 | |
10 days ago | 23 days ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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instructor-embedding
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My experience on starting with fine tuning LLMs with custom data
If you li embeddings and vector DB, you should look into this: https://github.com/HKUNLP/instructor-embedding
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Build Personal ChatGPT Using Your Data
If you look at a embeddings leaderboard [1], one of the top competitors called InstructorXL [2] is just a pip install away. It's neck and neck with Ada v2 except for a shorter input length and half the dimensions, with the added benefit that you'll always have the model available.
Most of the other options just work with the transformers library.
[1] https://huggingface.co/spaces/mteb/leaderboard
[2] https://github.com/HKUNLP/instructor-embedding
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I've made a customisable SMS personal assistant which has infinite and persistent semantic memory.
Use instructor-embedding to to make it 100% local and even maybe quick relationship lookup (embed relationship info with sentiment analysis instruction)
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Whisper Transcription Formatting
First.I believe having srt subtitles as whisper result would be better.Essentially you don't need just a list of words like YouTube does.You need something more structured.I don't remember what whisper outputs so I might be wrong.There is whisperx for that as example. And then maybe use gpt index over it.Or something like instructor model That can work.
buzz
- Buzz: Transcribe and translate audio offline on your personal computer
- MacWhisper: Transcribe audio files on your Mac
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Build Personal ChatGPT Using Your Data
Easiest 1-click way to install and use Stable Diffusion on your computer."
https://github.com/easydiffusion/easydiffusion
And while Whisper is OpenAI, it is trivial to use locally and extremely usefull
https://github.com/chidiwilliams/buzz
- automated transcription software that is HIPAA compliant?
- Question: Does anyone know of an AI or ChatGPT tool to create automatic SRT caption files by uploading a video?
- Brauchbare Speech-to-Text Lösungen für Windows?
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I've pretty much had it with Premiere.
Install this for Resolve
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As a Foreign student, I record letures alot so I can review it anytime. Thanks to Obsidian Audio Player its feels so effortless to review those records.
Just use this one: https://github.com/chidiwilliams/buzz
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Whispers AI Modular Future
What utilities related to Whisper do you wish existed? What have you had to build yourself?
On the end user application side, I wish there was something that let me pick a podcast of my choosing, get it fully transcribed, and get an embeddings search plus answer q&a on top of that podcast or set of chosen podcasts. I've seen ones for specific podcasts, but I'd like one where I can choose the podcast. (Probably won't build it)
Also on the end user side, I wish there was an Otter alternative (still paid $30/mo, but unlimited minutes per month) that had longer transcription limits. (Started building this, not much interest from users though)
Things I've seen on the dev tool side:
Gladia (API call version of Whisper)
Whisper.cpp
Whisper webservice (https://github.com/ahmetoner/whisper-asr-webservice) - via this thread
Live microphone demo (not real time, it still does it in chunks) https://github.com/mallorbc/whisper_mic
Streamlit UI https://github.com/hayabhay/whisper-ui
Whisper playground https://github.com/saharmor/whisper-playground
Real time whisper https://github.com/shirayu/whispering
Whisper as a service https://github.com/schibsted/WAAS
Improved timestamps and speaker identification https://github.com/m-bain/whisperX
MacWhisper https://goodsnooze.gumroad.com/l/macwhisper
Crossplatform desktop Whisper that supports semi-realtime https://github.com/chidiwilliams/buzz
- Any suggestions for easy ways to add subtitles to YouTube videos?
What are some alternatives?
h2ogpt - Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
openai-cookbook - Examples and guides for using the OpenAI API
openai-whisper-cpu - Improving transcription performance of OpenAI Whisper for CPU based deployment
Nuggt - An Autonomous LLM Agent that runs on Wizcoder-15B
StoryToolkitAI - An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models
vlite - fast vector database made in numpy
audapolis - an editor for spoken-word audio with automatic transcription
easydiffusion - Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.
whisper-diarization - Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
lit-gpt - Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed. [Moved to: https://github.com/Lightning-AI/litgpt]
text-to-speech-ubuntu - 🙊 Setup "selectable" text to speech / TTS on Ubuntu Linux 24.04 22.04 22.10 23.04 23.10 . Ideal for speed reading, programming, editing and writing.