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tFINE-850m-24x24-instruct-L2
pszemraj/tFINE-850m-24x24-instruct-L2
tFINE-850m-24x24-instruct-L2 is a text generation model from pszemraj. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of pszemraj/tFINE-850m-24x24-v0.5-instruct-L1 on the pszemraj/infinity-instruct-7m-T2Ten dataset (config deduped-L2).
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Oct 31, 2024
- Updated
- Dec 29, 2025
- SHA
- 5ef683a5
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Base models
Model card
From the Hugging Face model README
tFINE-850m-24x24-instruct-L2
This model is a fine-tuned version of pszemraj/tFINE-850m-24x24-v0.5-instruct-L1 on the pszemraj/infinity-instruct-7m-T2T_en dataset (config deduped-L2).
It achieves the following results on the evaluation set:
- Loss: 1.2542
- Num Input Tokens Seen: 750938410
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3.5e-05
- train_batch_size: 32
- eval_batch_size: 16
- seed: 17868
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Use OptimizerNames.PAGED_ADEMAMIX and the args are: No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 1.0
- Task
- Text Generation
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Oct 31, 2024
- Updated
- Dec 29, 2025