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nrishabh
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llama3-8b-instruct-qlora-mini

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End of training

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Files changed (5) hide show
  1. README.md +32 -12
  2. adapter_config.json +2 -2
  3. adapter_model.safetensors +1 -1
  4. tokenizer.json +1 -6
  5. training_args.bin +1 -1
README.md CHANGED
@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [LoftQ/Meta-Llama-3-8B-Instruct-4bit-64rank](https://huggingface.co/LoftQ/Meta-Llama-3-8B-Instruct-4bit-64rank) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0052
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  ## Model description
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@@ -43,22 +43,42 @@ The following hyperparameters were used during training:
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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: cosine
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- - num_epochs: 10
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 2.3911 | 1.0 | 53 | 1.5495 |
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- | 2.1963 | 2.0 | 106 | 1.2801 |
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- | 2.1026 | 3.0 | 159 | 1.1126 |
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- | 2.0158 | 4.0 | 212 | 1.0529 |
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- | 1.9591 | 5.0 | 265 | 1.0237 |
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- | 1.9115 | 6.0 | 318 | 1.0124 |
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- | 1.8671 | 7.0 | 371 | 1.0084 |
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- | 1.8498 | 8.0 | 424 | 1.0052 |
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- | 1.831 | 9.0 | 477 | 1.0056 |
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- | 1.8301 | 10.0 | 530 | 1.0052 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [LoftQ/Meta-Llama-3-8B-Instruct-4bit-64rank](https://huggingface.co/LoftQ/Meta-Llama-3-8B-Instruct-4bit-64rank) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.8668
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  ## Model description
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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: cosine
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+ - num_epochs: 30
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | 2.3909 | 1.0 | 53 | 1.5473 |
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+ | 2.1937 | 2.0 | 106 | 1.2690 |
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+ | 2.0915 | 3.0 | 159 | 1.0977 |
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+ | 1.9927 | 4.0 | 212 | 1.0320 |
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+ | 1.9058 | 5.0 | 265 | 1.0046 |
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+ | 1.8032 | 6.0 | 318 | 0.9885 |
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+ | 1.6688 | 7.0 | 371 | 0.9754 |
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+ | 1.5215 | 8.0 | 424 | 0.9745 |
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+ | 1.3617 | 9.0 | 477 | 0.9640 |
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+ | 1.2074 | 10.0 | 530 | 0.9579 |
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+ | 1.0429 | 11.0 | 583 | 0.9441 |
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+ | 0.9013 | 12.0 | 636 | 0.9355 |
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+ | 0.7969 | 13.0 | 689 | 0.9278 |
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+ | 0.7092 | 14.0 | 742 | 0.9171 |
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+ | 0.6272 | 15.0 | 795 | 0.9070 |
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+ | 0.5688 | 16.0 | 848 | 0.9052 |
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+ | 0.5128 | 17.0 | 901 | 0.8942 |
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+ | 0.469 | 18.0 | 954 | 0.8894 |
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+ | 0.4294 | 19.0 | 1007 | 0.8871 |
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+ | 0.3953 | 20.0 | 1060 | 0.8807 |
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+ | 0.371 | 21.0 | 1113 | 0.8756 |
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+ | 0.3533 | 22.0 | 1166 | 0.8750 |
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+ | 0.3335 | 23.0 | 1219 | 0.8730 |
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+ | 0.3212 | 24.0 | 1272 | 0.8699 |
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+ | 0.3108 | 25.0 | 1325 | 0.8687 |
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+ | 0.3089 | 26.0 | 1378 | 0.8676 |
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+ | 0.3031 | 27.0 | 1431 | 0.8678 |
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+ | 0.3014 | 28.0 | 1484 | 0.8675 |
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+ | 0.3013 | 29.0 | 1537 | 0.8666 |
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+ | 0.2978 | 30.0 | 1590 | 0.8668 |
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  ### Framework versions
adapter_config.json CHANGED
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  "rank_pattern": {},
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  "revision": null,
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  "target_modules": [
 
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  "all-linear",
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  "q_proj",
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  "v_proj",
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- "k_proj",
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- "o_proj"
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  ],
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  "task_type": "CAUSAL_LM",
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  "use_dora": false,
 
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  "rank_pattern": {},
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  "revision": null,
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  "target_modules": [
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+ "o_proj",
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  "all-linear",
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  "q_proj",
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  "v_proj",
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+ "k_proj"
 
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  ],
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  "task_type": "CAUSAL_LM",
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  "use_dora": false,
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tokenizer.json CHANGED
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- "stride": 0
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  "padding": null,
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  "added_tokens": [
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