End of training
Browse files- README.md +79 -0
- adapter_model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- trl
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- sft
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- generated_from_trainer
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base_model: petals-team/falcon-rw-1b
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model-index:
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- name: falcon-rw-1b-code-generation-llm-task2
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# falcon-rw-1b-code-generation-llm-task2
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This model is a fine-tuned version of [petals-team/falcon-rw-1b](https://huggingface.co/petals-team/falcon-rw-1b) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0581
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.03
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- training_steps: 320
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.3318 | 0.1 | 20 | 1.3407 |
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| 1.2643 | 0.2 | 40 | 1.1844 |
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| 1.1681 | 0.3 | 60 | 1.1522 |
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| 1.0891 | 0.4 | 80 | 1.1209 |
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| 1.2164 | 0.5 | 100 | 1.1265 |
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| 1.0855 | 0.6 | 120 | 1.1010 |
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| 1.1129 | 0.7 | 140 | 1.0897 |
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| 1.1169 | 0.8 | 160 | 1.0799 |
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| 1.0664 | 0.9 | 180 | 1.0706 |
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| 1.1483 | 1.0 | 200 | 1.0756 |
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| 0.9707 | 1.1 | 220 | 1.0625 |
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| 1.0102 | 1.2 | 240 | 1.0624 |
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| 1.0805 | 1.3 | 260 | 1.0615 |
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| 0.969 | 1.4 | 280 | 1.0580 |
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| 1.118 | 1.5 | 300 | 1.0582 |
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| 0.9883 | 1.6 | 320 | 1.0581 |
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.40.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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- Tokenizers 0.19.1
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adapter_model.safetensors
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 100690288
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version https://git-lfs.github.com/spec/v1
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oid sha256:c82493c576f178928c5f9e307149bfafe5418becc12aac8f50a121b55c8246e6
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size 100690288
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