coral-pi-rest-server
more-ane-transformers
| coral-pi-rest-server | more-ane-transformers | |
|---|---|---|
| 44 | 4 | |
| 66 | 35 | |
| - | - | |
| 0.0 | 7.0 | |
| 7 months ago | 6 months ago | |
| Jupyter Notebook | Python | |
| MIT License | - |
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coral-pi-rest-server
- BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
- Do you recommend Orange PI for ML or LLM projects?
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Framework for machine learning?
That said, you can always look at something like https://coral.ai/products/accelerator/ to help with the performance you need.
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Mini PC for AI
Should only be ~$60 https://coral.ai/products/accelerator/
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What are some USB devices worth using in a Home Lab Environment?
The Coral USB accelerator might be of interest if you want to do some light ML with a low power budget.
- Is a PCIe x1 enough for light ML tasks
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Would I be able to run ggml models such as whisper.cpp or llama.cpp on a raspberry pi with a coral ai USB Accelerator?
However, a pi doesn't have the strength to run something like Llama.cpp, of course, so I've been considering using something like the Coral USB Accelerator (https://coral.ai/products/accelerator). As I've been learning more about it, it seems to be very geared towards TensorFlow Lite models. But whisper.cpp and Llama.cpp use ggml models.
- Looking for a Mini PC for Home Assistant and Frigate.
- AI development suite on a stick?
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Modder wires ChatGPT into Skyrim VR so NPCs can roleplay and remember past conversations
Recently found this thing, though I haven't found a use case for me.
more-ane-transformers
- M2 Ultra can run 128 streams of Llama 2 7B in parallel
- Is it possible to use ANE(Apple Neural Engine) to run those models?
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The Coming of Local LLMs
Apple should get working on a version of the Neural Engine that is useful for these models, and remove the 3GB size limit [1] to take full advantage of the 'unified' memory architecture. Game changer.
Waste of die space currently
[1] https://github.com/smpanaro/more-ane-transformers/blob/main/...
- Anthropic’s $5B, 4-year plan to take on OpenAI
What are some alternatives?
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
pyllms - Minimal Python library to connect to LLMs (OpenAI, Anthropic, AI21, Cohere, Aleph Alpha, HuggingfaceHub, Google PaLM2, with a built-in model performance benchmark.
double-take - Unified UI and API for processing and training images for facial recognition.
neural-engine - Everything we actually know about the Apple Neural Engine (ANE)
rpi-urban-mobility-tracker - The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
whisper.coreml - Robust Speech Recognition via Large-Scale Weak Supervision
opentts - Open Text to Speech Server
tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]
HASS-coral-rest-api - Coral REST API for HASS
duckduckgo-locales - Translation files for <a href="https://duckduckgo.com"> </a>
os-nvr
experiments-coreml-ane-distilbert - Experimenting with https://github.com/apple/ml-ane-transformers