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---
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
- ipex
- Intel Max 1550 GPU
- intel
base_model: tiiuae/falcon-7b
model-index:
- name: falcon-7B-dolly-sft-LoRA
results: []
datasets:
- databricks/databricks-dolly-15k
---
<!-- 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-dolly-sft-LoRA
This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on databricks/databricks-dolly-15k.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
databricks/databricks-dolly-15k
## Hardware
Trained model on Intel Max 1550 GPU
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 593
### Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.0.post0+cxx11.abi
- Datasets 2.19.1
- Tokenizers 0.19.1 |