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falcon-7b-sharded_finetuned_codealpaca_20k
hcho22/falcon-7b-sharded_finetuned_codealpaca_20k
falcon-7b-sharded_finetuned_codealpaca_20k is a machine learning model from hcho22. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Sep 28, 2023
Repo size
26.1 GB
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At a glance
- Access
- Public
- Created
- Sep 27, 2023
- Updated
- Sep 28, 2023
- SHA
- bb25fbfb
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. -->
falcon-7b-sharded_finetuned_codealpaca_20k
This model is a fine-tuned version of ybelkada/falcon-7b-sharded-bf16 on an unknown dataset.
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: 0.0002
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 500
Training results
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3
- Created
- Sep 27, 2023
- Updated
- Sep 28, 2023