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This is a finetuned version of StarCoderBase 1B using the Fill-in-the-Middle objective on dataset focused on embedded systems programming.
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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- Model type: Transformer decoder architecture with Multi-Query attention
- Language(s) (NLP): English
- License: MIT
- Finetuned from model [optional]: StarCoderBase 1B
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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).
- Hardware Type: NVIDIA GeForce RTX 3090
- Hours used: 5h 25m
- Carbon Emitted: 0.83
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Model tree for xvadov01/microcoderfim-1B
Base model
bigcode/starcoderbase-1bEvaluation results
- pass@1 on HumanEvalself-reported65.460
- pass@10 on HumanEvalself-reported90.360
- pass@100 on HumanEvalself-reported94.430
- BLEU on xvadov01/cpp_emb_nl2plself-reported31.740
- codeBLEU on xvadov01/cpp_emb_nl2plself-reported40.530
- chrf++ on xvadov01/cpp_emb_nl2plself-reported51.540
- rouge-l on xvadov01/cpp_emb_nl2plself-reported43.310