AmberYifan/capsd-less-humaneval-opc-marin-8b-base-code_less_b2000_s0
AmberYifan/capsd-less-humaneval-opc-marin-8b-base-code_less_b2000_s0 is an 8 billion parameter language model, fine-tuned from marin-community/marin-8b-base. This model was specifically trained on a dataset incorporating a mix of code, suggesting an optimization for code-related tasks. It is designed for applications requiring a base model with enhanced code understanding and generation capabilities.
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Model Overview
This model, AmberYifan/capsd-less-humaneval-opc-marin-8b-base-code_less_b2000_s0, is an 8 billion parameter language model. It is a fine-tuned variant of the marin-community/marin-8b-base architecture.
Key Characteristics
- Base Model: Fine-tuned from
marin-community/marin-8b-base. - Training Data: The model was fine-tuned on the
capsd_marin-8b-base-n80000-opc__mix_code_less_b2000_s0dataset, indicating a focus on code-related content. - Training Hyperparameters:
- Learning Rate: 1e-05
- Optimizer: ADAMW_TORCH
- Epochs: 1
Intended Use Cases
Given its fine-tuning on a code-centric dataset, this model is likely optimized for tasks involving code understanding, generation, or analysis. Developers might consider it for applications requiring a base model with specialized code capabilities.