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TinyAiroboros-1.1B-2.2.1-gguf
Aryanne/TinyAiroboros-1.1B-2.2.1-gguf
TinyAiroboros-1.1B-2.2.1-gguf is a machine learning model from Aryanne. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Some GGUF v3 quantizations of the model aloobun/TinyAiroboros-2.2.1
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At a glance
- Access
- Public
- Created
- Nov 5, 2023
- Updated
- Nov 5, 2023
- SHA
- fe6f8de7
Datasets
Model card
From the Hugging Face model README
Some GGUF v3 quantizations of the model aloobun/TinyAiroboros-2.2.1
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)
lm-eval
| Task |Version| Metric |Value | |Stderr|
|-------------|------:|--------|-----:|---|-----:|
|arc_challenge| 0|acc |0.2671|± |0.0129|
| | |acc_norm|0.2850|± |0.0132|
|arc_easy | 0|acc |0.5673|± |0.0102|
| | |acc_norm|0.5109|± |0.0103|
|boolq | 1|acc |0.6040|± |0.0086|
|hellaswag | 0|acc |0.4155|± |0.0049|
| | |acc_norm|0.5420|± |0.0050|
|openbookqa | 0|acc |0.2200|± |0.0185|
| | |acc_norm|0.3420|± |0.0212|
|piqa | 0|acc |0.7057|± |0.0106|
| | |acc_norm|0.6970|± |0.0107|
|winogrande | 0|acc |0.5714|± |0.0139|
Usage:
It uses the llama2 prompt format.
[INST] Write a short story about a dystopian society. [/INST]
- Created
- Nov 5, 2023
- Updated
- Nov 5, 2023