Testing framework for LLM Part
Testing framework for LLM Part
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Thinking Like an AI
Ethan Mollick
oneusefulthing.org
⚡ LitGPT
Pretrain, finetune, evaluate, and deploy 20+ LLMs on your own data
Uses the latest state-of-the-art techniques:
✅ flash attention ✅ fp4/8/16/32 ✅ LoRA, QLoRA, Adapter (v1, v2) ✅ FSDP ✅ 1-1000+ GPUs/TPUs
Lightning AI
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Models
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Quick start
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Inference
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Finetune
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Pretrain
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Deploy
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Features
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Training recipes (YAML)
Finetune, pretrain and d...
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Lightning-AI
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GitHub - Lightning-AI/litgpt: Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
Take a look at our official page for user documentation and examples:
langtest.org
Key Features
Generate and execute more than 50 distinct types of tests only with 1 line of code
Test all aspects of model quality: robustness, bias, representation, fairness and accuracy.
Automatically augment training data based on test results (for select models)
Sup
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GitHub - BrunoScaglione/langtest: Deliver safe & effective language models
https://github.com/huggingface/chat-ui
- Amazing clean UI with very good web search, my go to currently. (they added the ability to do it all locally very recently!)
https://github.com/oobabooga/text-generation-webui
- Best overall, supports any model format and has many extensions
https://github.com/ParisNeo/lollms-webui/
- Has PDF, stable diffusion...
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r/LocalLLaMA - Reddit
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