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gouthamsk/mistral_embedded_c

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README.md CHANGED
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- ![This is an alt text.](http://biboxlabs.com/wp-content/uploads/2021/07/bibox-labs-logo.png 'Logo.')
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- For more Info vist [Biboxlabs](https://biboxlabs.com/) or [Red Nerd](https://www.therednerds.com/)
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  # mistral_embedded_c
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  This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) on the generator dataset.
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- It has been fine-tuned using LoRa (Long Range) technology, enhancing its capabilities for applications requiring long-range communication.
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  ## Model description
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- The `mistral_embedded_c` model is specifically designed for generating accurate embedded C code targeting microcontrollers such as esp32, pic18f, pic10f, and 8051 MCU. It is a fine-tuned variant of the Mistral-7B-Instruct-v0.2 model, customized to cater to the needs of embedded systems development.
 
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  ## Intended uses & limitations
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- The model can be utilized for prompting to generate precise embedded C code suitable for a variety of microcontrollers including esp32, pic18f, pic10f, and 8051 MCU. However, it should be noted that while the model is trained on a diverse dataset encompassing assembly and C code for these microcontrollers, its performance may vary depending on the complexity and specificity of the task.
 
 
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  ## Training and evaluation data
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- The model is trained of the mixed dataset which contains assembly and c code for esp32, pic18f, pic10f, and 8051 MCU.
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- Training Data is specifically curated for specific purposes to evaluate the embedded c code.
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  ## Training procedure
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- The training was done on an A100-40GB accelerator.
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  ### Training hyperparameters
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: constant
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  - lr_scheduler_warmup_steps: 0.03
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- - training_steps: 500
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  ### Training results
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
 
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  # mistral_embedded_c
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  This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) on the generator dataset.
 
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  ## Model description
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+
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+ More information needed
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  ## Intended uses & limitations
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+
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+ More information needed
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+
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  ## Training and evaluation data
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+ More information needed
 
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  ## Training procedure
 
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  ### Training hyperparameters
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: constant
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  - lr_scheduler_warmup_steps: 0.03
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+ - training_steps: 300
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  ### Training results
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