wehub-resource-sync
139 lines
5.2 KiB
Markdown
139 lines
5.2 KiB
Markdown
# 🌟 Vibe Models 🌟
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Welcome to the Vibe Models page! Here you can find a curated list of suggested models to use with Vibe. To install a model, use the "Magic Setup" link to open it in Vibe, or copy and paste the direct download link in Vibe settings.
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## Available Models
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### 🌱 Tiny Model
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A compact and efficient version, suitable for quick tasks and limited-resource environments.
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[👉 Magic Setup](https://shorturl.at/XSP9R)
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[🔽 Direct Download](https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-tiny.bin?download=true)
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### 🌿 Small Model
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A small yet capable model for a balance of efficiency and performance.
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[👉 Magic Setup](https://shorturl.at/EmJS8)
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[🔽 Direct Download](https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-small.bin?download=true)
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### ⚖️ Medium Model
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Balances performance and resource usage, making it ideal for most general applications.
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[👉 Magic Setup](https://shorturl.at/Ha6br)
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[🔽 Direct Download](https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-medium.bin?download=true)
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### 🚀 Large Model (v3)
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For high accuracy and more computational resources, excels in complex scenarios.
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[👉 Magic Setup](https://tinyurl.com/3cn846h8)
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[🔽 Direct Download](https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-large-v3.bin?download=true)
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### 🚀 Large v3 Turbo (Recommended)
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[👉 Magic Setup](https://tinyurl.com/yphwban5)
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[🔽 Direct Download](https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-large-v3-turbo.bin)
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### 🦜 Parakeet TDT 0.6B v3
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Supports streaming and is best suited for dictation.
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[👉 View Model](https://huggingface.co/vibe-app/parakeet-tdt-0.6b-v3-gguf/tree/main)
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[🔽 Download Q4_K_M](https://huggingface.co/vibe-app/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-Q4_K_M.gguf?download=true)
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### ⚡ Nemotron 3.5 ASR Streaming 0.6B
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Supports streaming and is best suited for dictation.
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[👉 View Model](https://huggingface.co/vibe-app/nemotron-3.5-asr-streaming-0.6b-gguf)
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[🔽 Download Q4_K_M](https://huggingface.co/vibe-app/nemotron-3.5-asr-streaming-0.6b-gguf/resolve/main/nemotron-3.5-asr-streaming-0.6b-Q4_K_M.gguf?download=true)
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### Models optimised for other languages
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<details>
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<summary>✡️ Hebrew (Ivrit)</summary>
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Specialized for Hebrew (Ivrit) language data, optimized for high speed and accuracy in Hebrew tasks.
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[👉 Magic Setup (Large v3 Turbo)](https://tinyurl.com/t9r3tyxk)
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[🔽 Direct Download (Large v3 Turbo)](https://huggingface.co/ivrit-ai/whisper-large-v3-turbo-ggml/resolve/main/ggml-model.bin?download=true)
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</details>
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<details>
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<summary>🇳🇴 Norwegian</summary>
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Optimised for Norwegian by the [AI Lab at the National Library of Norway](https://huggingface.co/NbAiLab).
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[👉 Magic Setup (medium)](https://tinyurl.com/5wzb9ux8)
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[🔽 Direct Download (medium)](https://huggingface.co/NbAiLab/nb-whisper-medium/blob/main/ggml-model.bin?download=true)
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[👉 Magic Setup (large)](https://tinyurl.com/f228efbu)
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[🔽 Direct Download (large)](https://huggingface.co/NbAiLab/nb-whisper-large/blob/main/ggml-model.bin?download=true)
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More models of smaller sizes are available via [their huggingface download page](https://huggingface.co/NbAiLab/nb-whisper-large).
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Find the size you want, download the _ggml-model.bin_ file, rename the file, and palce it in vibe's model folder.
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</details>
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<details>
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<summary>🇸🇪 Swedish</summary>
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Optimised for Swedish by the [Data Lab at the National Library of Sweden](https://huggingface.co/KBLab).
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[👉 Magic Setup (medium)](https://tinyurl.com/ynawnc33)
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[🔽 Direct Download (medium)](https://huggingface.co/KBLab/kb-whisper-medium/blob/main/ggml-model.bin?download=true)
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[👉 Magic Setup (large v3)](https://tinyurl.com/46dvpeky)
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[🔽 Direct Download (large v3)](https://huggingface.co/KBLab/kb-whisper-large/blob/main/ggml-model.bin?download=true)
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More models of smaller sizes are available via [their huggingface download page](https://huggingface.co/KBLab/kb-whisper-large).
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Find the size you want, download the _ggml-model.bin_ file, rename the file, and palce it in vibe's model folder.
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</details>
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</details>
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Enjoy exploring these models and enhancing your Vibe! 🌐✨
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### Want More?
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Find additional models here:
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[👉 See More Models](https://huggingface.co/ggerganov/whisper.cpp/tree/main)
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---
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### Prepare your own models
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<details>
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<summary>Convert transformers to GGML</summary>
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```console
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# Setup environment
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curl -LsSf https://astral.sh/uv/install.sh | sh
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source ~/.bashrc
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uv venv
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uv pip install torch transformers huggingface_hub
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huggingface-cli login --token "token" # https://huggingface.co/settings/tokens
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# Convert and upload
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git clone https://github.com/openai/whisper
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git clone https://github.com/ggml-org/whisper.cpp
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git clone https://huggingface.co/ivrit-ai/whisper-large-v3-turbo
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uv run ./whisper.cpp/models/convert-h5-to-ggml.py ./whisper-large-v3-turbo/ ./whisper .
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uv run huggingface-cli upload --repo-type model whisper-large-v3-turbo-ivrit ./ggml-model.bin ./ggml-model.bin
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# Quantize
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sudo apt install cmake build-essential -y
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cd whisper.cpp
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cmake -B build
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cmake --build build --config Release
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cd ..
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./whisper.cpp/build/bin/quantize ggml-model.bin ./ggml-model.int8.bin q8_0 # fp32/fp16/q8_0/q5_0
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```
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</details>
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