End of training

README.md

@@ -0,0 +1,93 @@
+---
+library_name: peft
+license: other
+base_model: deepseek-ai/deepseek-coder-1.3b-base
+tags:
+- generated_from_trainer
+model-index:
+- name: lemexp-task1-v2-template_full_nodefs-deepseek-coder-1.3b-base-ddp-8lr-v2
+  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. -->
+
+# lemexp-task1-v2-template_full_nodefs-deepseek-coder-1.3b-base-ddp-8lr-v2
+
+This model is a fine-tuned version of [deepseek-ai/deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1511
+
+## 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: 0.0008
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- total_train_batch_size: 16
+- total_eval_batch_size: 16
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 6
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.2738        | 0.2   | 3094  | 0.2743          |
+| 0.2543        | 0.4   | 6188  | 0.2529          |
+| 0.2473        | 0.6   | 9282  | 0.2452          |
+| 0.2395        | 0.8   | 12376 | 0.2414          |
+| 0.236         | 1.0   | 15470 | 0.2337          |
+| 0.227         | 1.2   | 18564 | 0.2317          |
+| 0.2256        | 1.4   | 21658 | 0.2184          |
+| 0.2178        | 1.6   | 24752 | 0.2154          |
+| 0.2172        | 1.8   | 27846 | 0.2153          |
+| 0.2107        | 2.0   | 30940 | 0.2135          |
+| 0.2048        | 2.2   | 34034 | 0.2110          |
+| 0.2022        | 2.4   | 37128 | 0.2038          |
+| 0.1967        | 2.6   | 40222 | 0.1990          |
+| 0.1947        | 2.8   | 43316 | 0.1957          |
+| 0.1923        | 3.0   | 46410 | 0.1944          |
+| 0.1841        | 3.2   | 49504 | 0.1878          |
+| 0.1831        | 3.4   | 52598 | 0.1876          |
+| 0.179         | 3.6   | 55692 | 0.1844          |
+| 0.1766        | 3.8   | 58786 | 0.1808          |
+| 0.1753        | 4.0   | 61880 | 0.1750          |
+| 0.1652        | 4.2   | 64974 | 0.1735          |
+| 0.1631        | 4.4   | 68068 | 0.1686          |
+| 0.1584        | 4.6   | 71162 | 0.1662          |
+| 0.1534        | 4.8   | 74256 | 0.1632          |
+| 0.1523        | 5.0   | 77350 | 0.1608          |
+| 0.1445        | 5.2   | 80444 | 0.1576          |
+| 0.1429        | 5.4   | 83538 | 0.1574          |
+| 0.1408        | 5.6   | 86632 | 0.1549          |
+| 0.1383        | 5.8   | 89726 | 0.1527          |
+| 0.1361        | 6.0   | 92820 | 0.1511          |
+
+
+### Framework versions
+
+- PEFT 0.14.0
+- Transformers 4.47.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.0

adapter_config.json

@@ -0,0 +1,32 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "deepseek-ai/deepseek-coder-1.3b-base",
+  "bias": "none",
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "v_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55ed00ae722b9b8d87dedad60834b14e0735e50254f98e9349553453882d4074
+size 268636736

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a3c5a4303b651a77e4529d53946154de2124ed20038489bebe7a7094e2d3e4a
+size 5432