End of training

README.md

@@ -0,0 +1,71 @@
+---
+license: apache-2.0
+library_name: peft
+tags:
+- trl
+- sft
+- generated_from_trainer
+base_model: petals-team/falcon-rw-1b
+model-index:
+- name: falcon-rw-1b-code-gen-llm-task2
+  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. -->
+
+# falcon-rw-1b-code-gen-llm-task2
+
+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.
+It achieves the following results on the evaluation set:
+- Loss: 1.1783
+
+## 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: 1e-05
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.03
+- training_steps: 320
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.6083        | 0.2   | 40   | 1.5153          |
+| 1.4854        | 0.4   | 80   | 1.3644          |
+| 1.3717        | 0.6   | 120  | 1.2477          |
+| 1.244         | 0.8   | 160  | 1.2093          |
+| 1.2581        | 1.0   | 200  | 1.1897          |
+| 1.1757        | 1.2   | 240  | 1.1816          |
+| 1.2085        | 1.4   | 280  | 1.1787          |
+| 1.1808        | 1.6   | 320  | 1.1783          |
+
+
+### Framework versions
+
+- PEFT 0.10.0
+- Transformers 4.40.0
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.0
+- Tokenizers 0.19.1