Model Card for Model ID
- 400M Llama architecture model pretrained from scratch on two Finemath splits -
finemath-3plus and infiwebmath-3plus - for 3 epochs, totalling 190B tokens of training.
- Uses the tokenizer from the SmolLM series of models.
Model Details
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Developed by: Aman Gupta
- Funded by: Masterclass
- Shared by: Aman Gupta
- Model type: Text 2 Text generation model
- License: Apache 2 License
Uses
Direct Use
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Bias, Risks, and Limitations
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Recommendations
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Training Details
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
| Tasks | Version | Filter | n-shot | Metric | | Value | | Stderr |
|---|
| gsm8k | 3 | flexible-extract | 5 | exact_match | ↑ | 0.0591 | ± | 0.0065 |
| | strict-match | 5 | exact_match | ↑ | 0.0508 | ± | 0.0060 |
| gsm8k_cot | 3 | flexible-extract | 8 | exact_match | ↑ | 0.0842 | ± | 0.0076 |
| | strict-match | 8 | exact_match | ↑ | 0.0720 | ± | 0.0071 |
Results
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Summary
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Environmental Impact
Carbon emissions can be estimated using the
Machine Learning Impact calculator presented in
Lacoste et al. (2019).
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