End of training

README.md

@@ -0,0 +1,67 @@
+---
+library_name: peft
+license: llama3.1
+base_model: meta-llama/Llama-3.1-8B
+tags:
+- base_model:adapter:meta-llama/Llama-3.1-8B
+- lora
+- transformers
+pipeline_tag: text-generation
+model-index:
+- name: medical-doc-classifier-llama31-8b
+  results: []
+---
+
+<!-- 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. -->
+
+# medical-doc-classifier-llama31-8b
+
+This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0089
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0002
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 8
+- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 0.0200        | 0.0990 | 500  | 0.0077          |
+| 0.0087        | 0.1980 | 1000 | 0.0186          |
+| 0.0022        | 0.2971 | 1500 | 0.0117          |
+| 0.0454        | 0.3961 | 2000 | 0.0089          |
+
+
+### Framework versions
+
+- PEFT 0.18.1
+- Transformers 5.0.0
+- Pytorch 2.10.0+cu128
+- Datasets 4.5.0
+- Tokenizers 0.22.2

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:33aea9907fa9797561482747f25f41610e92ece5f0013b006afde988877da9d8
+oid sha256:3a485336d934c303f53cbf3290f6cf2b994fe4419c9d26ce8bbbe8cb40a32495
 size 167832240