Commit
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Parent(s):
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End of training
Browse files- README.md +78 -0
- adapter_model.safetensors +1 -1
README.md
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---
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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library_name: peft
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license: llama3.1
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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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model-index:
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- name: Llama3.1-8b-instruct-SFT-2024-09-20_LoRAs_r64
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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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# Llama3.1-8b-instruct-SFT-2024-09-20_LoRAs_r64
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0712
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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: 1e-05
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- train_batch_size: 6
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- eval_batch_size: 1
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- num_epochs: 1.5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:-----:|:---------------:|
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| 1.5247 | 0.0793 | 1000 | 1.3914 |
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| 1.341 | 0.1586 | 2000 | 1.3288 |
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| 1.314 | 0.2380 | 3000 | 1.2961 |
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| 1.261 | 0.3173 | 4000 | 1.2635 |
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| 1.2397 | 0.3966 | 5000 | 1.2353 |
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| 1.212 | 0.4759 | 6000 | 1.2240 |
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| 1.2051 | 0.5552 | 7000 | 1.2019 |
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| 1.1845 | 0.6346 | 8000 | 1.1861 |
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| 1.157 | 0.7139 | 9000 | 1.1684 |
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| 1.1418 | 0.7932 | 10000 | 1.1580 |
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| 1.1374 | 0.8725 | 11000 | 1.1385 |
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| 1.1187 | 0.9519 | 12000 | 1.1243 |
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| 1.0841 | 1.0312 | 13000 | 1.1180 |
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| 1.0365 | 1.1105 | 14000 | 1.1062 |
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| 1.0266 | 1.1898 | 15000 | 1.0974 |
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| 1.0216 | 1.2691 | 16000 | 1.0935 |
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| 1.0217 | 1.3485 | 17000 | 1.0818 |
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| 1.0048 | 1.4278 | 18000 | 1.0712 |
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.44.2
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- Pytorch 2.0.1+cu118
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- Datasets 3.0.0
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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 2806378968
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version https://git-lfs.github.com/spec/v1
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oid sha256:c7f538b6d196d341a3f496b38309b68a29f5dab78de0aca3ada1cdc92a4f5f8b
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size 2806378968
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