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Petals
github.comSummary
Petals is a system that enables users to run and fine-tune large language models on consumer-grade GPUs by joining a network of people serving parts of the model. It supports models like Llama, Mixtral, Falcon, and BLOOM. Users can employ fine-tuning and sampling methods, execute custom paths through the model, and see its hidden states.
Feature Matches4/13
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Must Have
3 of 5
Conversational AI
API Access
Fine-Tuning & Custom Models
Safety & Alignment Framework
Enterprise Solutions
Other
1 of 8
Code Generation
Image Generation
Multimodal AI
Research & Publications
Security & Red Teaming
Synthetic Media Provenance
Threat Intelligence Reporting
Global Affairs & Policy
Rationale
Petals allows users to run large language models at home, BitTorrent-style, and fine-tune them for specific tasks. It supports models like Llama 3, Mixtral, Falcon, and BLOOM, offering conversational AI capabilities. It provides API access through PyTorch and Transformers, and supports code generation.
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See allBest alternatives to [Product] in 2024?
Reddit·tech_enthusiast·2d ago·+142
I've been using Alternative A for 6 months now and it's been fantastic. The pricing is much better and the features are actually more robust than what [Product] offers.
Show HN: We built a better [Product]
Hacker News·startup_founder·5d ago·+89
After struggling with [Product]'s limitations, we decided to build our own solution.
It handles edge cases much better and the API is actually documented properly.
Check it out at our site.
[Product] vs Competitor B - which one should I choose?
Reddit·confused_buyer·Jan 28·+67
Honestly, after trying both, Competitor B wins hands down. Better customer support, cleaner interface, and they don't nickel and dime you for every feature.
Why we migrated away from [Product]
Hacker News·cto_mike·Jan 25·+234
The breaking point was when they changed their API without notice. We lost 3 days of productivity. Solution C has been rock solid for us since we switched.