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README.md
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@@ -16,6 +16,10 @@ Created using [TinyLlama-1.1B](https://huggingface.co/TinyLlama/tinyLlama-interm
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Of note, the base checkpoint used was from commit "final model" fad4f1a5cd0563ac41349b8fec2e6e51156568a0 which was subsequently reverted, and not the current main branch 3T checkpoint of TinyLlama-1.1B.
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### Wikitext (wikitext-2-raw-v1_train) Perplexity (64 rows) as evaluated via [exllamav2](https://github.com/turboderp/exllamav2):
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| Model | 2048 | 4096 | 8192 | 16384 | 32768 |
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Of note, the base checkpoint used was from commit "final model" fad4f1a5cd0563ac41349b8fec2e6e51156568a0 which was subsequently reverted, and not the current main branch 3T checkpoint of TinyLlama-1.1B.
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[EXL2 Quants by turboderp](https://huggingface.co/turboderp/TinyLlama-1B-32k-exl2)
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The quantized model fits alongside a 4.25bpw 70B model at 32k sequence length on a single A6000 and provides noticeable speed-up with speculative decoding.
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### Wikitext (wikitext-2-raw-v1_train) Perplexity (64 rows) as evaluated via [exllamav2](https://github.com/turboderp/exllamav2):
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| Model | 2048 | 4096 | 8192 | 16384 | 32768 |
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