more matrix updates
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README.md
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README.md
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## Axolotl supports
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## Axolotl supports
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| | fp16/fp32 | fp16/fp32 w/ lora | qlora | 4bit-quant | 4bit-quant w/flash attention | flash attention | xformers attention |
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| | fp16/fp32 | fp16/fp32 w/ lora | qlora | 4bit-quant | 4bit-quant w/flash attention | flash attention | xformers attention |
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|----------|:----------|:------------------|------|------------|------------------------------|----------------|-----------------|
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|----------|:----------|:------------------|-------|------------|------------------------------|-----------------|--------------------|
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| llama | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| llama | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Pythia | ✅ | ✅ | ❓ | ❌ | ❌ | ❌ | ❓ |
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| Pythia | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❓ |
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| cerebras | ✅ | ✅ | ❓ | ❌ | ❌ | ❌ | ✅ |
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| cerebras | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ |
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| mpt | ✅ | ❌ | ❓ | ❌ | ❌ | ❌ | ❓ |
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| mpt | ✅ | ❌ | ❓ | ❌ | ❌ | ❌ | ❓ |
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| falcon | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ |
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| falcon | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ |
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| gpt-j | ✅ | ✅ | ✅ | ❌ | ❌ | ❓ | ✅ |
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| gpt-j | ✅ | ✅ | ✅ | ❌ | ❌ | ❓ | ✅ |
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## Quickstart ⚡
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## Quickstart ⚡
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