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deepseek-coder-6.7b-instruct_finetuned_manim_pile_context_FIM_1024
pravsels/deepseek-coder-6.7b-instruct_finetuned_manim_pile_context_FIM_1024
deepseek-coder-6.7b-instruct_finetuned_manim_pile_context_FIM_1024 is a machine learning model from pravsels. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Mar 8, 2024
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At a glance
- License
- other
- Access
- Public
- Created
- Mar 8, 2024
- Updated
- Mar 8, 2024
- SHA
- c507f7a8
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
deepseek-coder-6.7b-instruct_finetuned_manim_pile_context_FIM_1024
This model is a fine-tuned version of deepseek-ai/deepseek-coder-6.7b-instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6405
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 462 | 1.6572 |
| 1.6976 | 2.0 | 925 | 1.6421 |
| 1.63 | 3.0 | 1387 | 1.6406 |
| 1.6295 | 4.0 | 1850 | 1.6405 |
| 1.6256 | 4.99 | 2310 | 1.6405 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- License
- other
- Created
- Mar 8, 2024
- Updated
- Mar 8, 2024