36 lines
1.2 KiB
Markdown
36 lines
1.2 KiB
Markdown
---
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datasets:
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- jondurbin/airoboros-2.2.1
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tags:
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- airoboros
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- tinyllama
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---
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Some GGUF v3 quantizations of the model [aloobun/TinyAiroboros-2.2.1](https://huggingface.co/aloobun/TinyAiroboros-2.2.1)
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This model is a fine-tuned version of PY007/TinyLlama-1.1B-Chat-v0.3 (finetuned on 15k rows of airoboros-2.2.1 dataset)
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## lm-eval
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```
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| Task |Version| Metric |Value | |Stderr|
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|-------------|------:|--------|-----:|---|-----:|
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|arc_challenge| 0|acc |0.2671|± |0.0129|
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| | |acc_norm|0.2850|± |0.0132|
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|arc_easy | 0|acc |0.5673|± |0.0102|
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| | |acc_norm|0.5109|± |0.0103|
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|boolq | 1|acc |0.6040|± |0.0086|
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|hellaswag | 0|acc |0.4155|± |0.0049|
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| | |acc_norm|0.5420|± |0.0050|
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|openbookqa | 0|acc |0.2200|± |0.0185|
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| | |acc_norm|0.3420|± |0.0212|
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|piqa | 0|acc |0.7057|± |0.0106|
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| | |acc_norm|0.6970|± |0.0107|
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|winogrande | 0|acc |0.5714|± |0.0139|
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```
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## Usage:
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It uses the llama2 prompt format.
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```
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[INST] Write a short story about a dystopian society. [/INST]
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``` |