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DS-Chatbox-facebook-xglm-564M-V3
antphb/DS-Chatbox-facebook-xglm-564M-V3
DS-Chatbox-facebook-xglm-564M-V3 is a text generation model from antphb. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- xglm
- Access
- Public
- Created
- Jun 18, 2023
- Updated
- Jun 19, 2023
- SHA
- fa29bdd0
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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. -->
DS-Chatbox-facebook-xglm-564M-V3
This model is a fine-tuned version of facebook/xglm-564M on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 2.5064
- eval_runtime: 181.3835
- eval_samples_per_second: 39.099
- eval_steps_per_second: 4.89
- epoch: 1.69
- step: 3500
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: 7.500000000000001e-05
- 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: 0.2
- num_epochs: 5
Framework versions
- Transformers 4.30.1
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- xglm
- License
- mit
- Created
- Jun 18, 2023
- Updated
- Jun 19, 2023