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archgen-2b-v1
matthewdelorenzo/archgen-2b-v1
archgen-2b-v1 is a text generation model from matthewdelorenzo. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bsd-3-clause
- Model type
- codegen
- Access
- Public
- Created
- May 8, 2024
- Updated
- May 8, 2024
- SHA
- c63c0f38
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Base models
Datasets
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. -->
output_llm
This model is a fine-tuned version of Salesforce/codegen-2B-nl on the matthewdelorenzo/archgen dataset. It achieves the following results on the evaluation set:
- Loss: 0.6558
- Accuracy: 0.8560
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: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 32
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.41.0.dev0
- Pytorch 2.3.0
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- codegen
- License
- bsd-3-clause
- Created
- May 8, 2024
- Updated
- May 8, 2024