---
library_name: transformers
language:
- en
license: apache-2.0
base_model: pszemraj/tFINE-850m-24x24-v0.5-instruct-L1
tags:
- instruct
datasets:
- pszemraj/infinity-instruct-7m-T2T_en
pipeline_tag: text2text-generation
---

# tFINE-850m-24x24-instruct-L2

This model is a fine-tuned version of [pszemraj/tFINE-850m-24x24-v0.5-instruct-L1](https://huggingface.co/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