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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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datasets:
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- bertin-project/bonanza-hf
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- bertin-project/zenobia-instruct-hf
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language:
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- es
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- ca
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pipeline_tag: text-generation
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---
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# Gromenauer-7B-Instruct
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<div align=center>
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<img alt="gromenauer-7B logo" src="https://huggingface.co/bertin-project/Gromenauer-7B/resolve/main/images/gromenauer.png" width="200px">
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</div>
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## Overview
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Gromenauer-7B-Instruct is an instruct fine-tuned version of the [bertin-project/Gromenauer-7B](https://huggingface.co/bertin-project/Gromenauer-7B) model using the [bertin-project/bonanza-hf](https://huggingface.co/datasets/bertin-project/bonanza-hf) and [bertin-project/zenobia-instruct-hf](https://huggingface.co/datasets/bertin-project/zenobia-instruct-hf) datasets.
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## Model Details
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- **Model Type**: Mistral
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- **Sequence Length**: 8192
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- **Hidden Dimension**: 4096
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- **Intermediate Dimension**: 14336
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- **Number of Layers**: 32
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- **Number of Attention Heads**: 32
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- **Number of Key-Value Heads**: 8
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- **Activation Function**: SiLU
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- **Initializer Range**: 0.02
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- **Layer Norm Epsilon**: 1.0e-05
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- **Use Flash Attention**: Yes
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- **Gradient Checkpointing**: Enabled (Block Size: 5)
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- **Sliding Window Attention**: 4096
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- **Use Bias**: No
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## Training Details
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- **Tokenizer**: [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
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- **Batch Size**: 512
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- **Learning Rate**: 1e-5
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- **Optimizer**: Adam with beta1=0.9, beta2=0.95, epsilon=1e-8
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- **Weight Decay**: 0.1
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- **Warmup Steps**: 200
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- **Learning Rate Schedule**: Cosine
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- **Number of Training Epochs**: 5
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