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library_name: transformers
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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library_name: transformers
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datasets:
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- allenai/c4
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metrics:
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- perplexity
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base_model:
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- deepseek-ai/deepseek-coder-1.3b-base
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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Original Model - https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base
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## Model Details
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Hardware - 1 × T4 GPU (Available on Colab)
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Quantized Results
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- 'perplexity': 34.34962463378906
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- 'latency (s/sample)': 0.09376240968704223
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- 'tokens/sec': 1128.3199776234046
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- 'model size (MB)': 252.19140625
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Base Results
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- 'perplexity': 32.1390380859375
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- latency (s/sample)': 0.02939531135559082
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- tokens/sec': 3599.0093358843974
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- model size (MB)': 5136.3828125
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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