End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: bigcode-openrail-m
+base_model: bigcode/santacoder
+tags:
+- generated_from_trainer
+model-index:
+- name: santacoder-finetuned-the-stack-bash
+  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. -->
+
+# santacoder-finetuned-the-stack-bash
+
+This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9406
+
+## 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: 5e-05
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 100
+- training_steps: 5000
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 3.1768        | 0.1   | 500  | 1.6939          |
+| 2.8451        | 0.2   | 1000 | 2.0221          |
+| 3.0141        | 0.3   | 1500 | 2.1031          |
+| 2.7306        | 0.4   | 2000 | 2.1053          |
+| 2.3385        | 0.5   | 2500 | 2.0770          |
+| 1.981         | 0.6   | 3000 | 0.9364          |
+| 1.6687        | 0.7   | 3500 | 0.9637          |
+| 1.2663        | 0.8   | 4000 | 0.9459          |
+| 1.7485        | 0.9   | 4500 | 0.9428          |
+| 1.9006        | 1.0   | 5000 | 0.9406          |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.0
+- Tokenizers 0.13.3

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 49152,
+  "eos_token_id": 49152,
+  "transformers_version": "4.31.0",
+  "use_cache": false
+}

runs/Jul26_04-21-36_4b0ca5ffb389/events.out.tfevents.1690346398.4b0ca5ffb389.6181.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b26c66be6a62f19dd210fa1f69a8423b45f6c33289a9dae6191c2b05101004fd
-size 85664
+oid sha256:fa0952dd21d66ff35d538b64d25d3e49bbf8a2ecce9db9c62ca56b926ef8ac2c
+size 86018