besimray
/

miner1_ba9938bd-5490-4a39-90ab-976131f92334_1730940656

+---
+library_name: peft
+license: llama3.2
+base_model: unsloth/Llama-3.2-1B-Instruct
+tags:
+- axolotl
+- generated_from_trainer
+model-index:
+- name: miner1_ba9938bd-5490-4a39-90ab-976131f92334_1730940656
+  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. -->
+[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
+<details><summary>See axolotl config</summary>
+axolotl version: `0.4.1`
+```yaml
+adapter: lora
+base_model: unsloth/Llama-3.2-1B-Instruct
+bf16: auto
+chat_template: llama3
+dataset_prepared_path: null
+datasets:
+- data_files:
+  - databricks-dolly-15k_train_data.json
+  ds_type: json
+  path: /workspace/input_data/databricks-dolly-15k_train_data.json
+  type:
+    field_input: instruction
+    field_instruction: context
+    field_output: response
+    system_format: '{system}'
+    system_prompt: ''
+debug: null
+deepspeed: null
+early_stopping_patience: 3
+eval_max_new_tokens: 128
+eval_steps: 10
+eval_table_size: null
+flash_attention: true
+fp16: null
+fsdp: null
+fsdp_config: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: true
+group_by_length: false
+hours_to_complete: 5
+hub_model_id: besimray/miner1_ba9938bd-5490-4a39-90ab-976131f92334_1730940656
+hub_strategy: checkpoint
+hub_token: null
+learning_rate: 0.0002
+load_in_4bit: false
+load_in_8bit: true
+local_rank: null
+logging_steps: 1
+lora_alpha: 32
+lora_dropout: 0.05
+lora_fan_in_fan_out: null
+lora_model_dir: null
+lora_r: 32
+lora_target_linear: true
+lr_scheduler: cosine
+max_steps: 500
+micro_batch_size: 1
+mlflow_experiment_name: /tmp/databricks-dolly-15k_train_data.json
+model_type: AutoModelForCausalLM
+num_epochs: 3
+optimizer: adamw_bnb_8bit
+output_dir: miner_id_24
+pad_to_sequence_len: true
+resume_from_checkpoint: null
+s2_attention: null
+sample_packing: false
+save_steps: 10
+save_strategy: steps
+sequence_len: 4096
+started_at: '2024-11-07T00:50:56.613307'
+strict: false
+tf32: false
+tokenizer_type: AutoTokenizer
+train_on_inputs: false
+trust_remote_code: true
+val_set_size: 0.05
+wandb_entity: besimray24-rayon
+wandb_mode: online
+wandb_project: Public_TuningSN
+wandb_run: miner_id_24
+wandb_runid: ba9938bd-5490-4a39-90ab-976131f92334
+warmup_steps: 10
+weight_decay: 0.0
+xformers_attention: null
+```
+</details><br>
+# miner1_ba9938bd-5490-4a39-90ab-976131f92334_1730940656
+This model is a fine-tuned version of [unsloth/Llama-3.2-1B-Instruct](https://huggingface.co/unsloth/Llama-3.2-1B-Instruct) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6255
+## 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: 4
+- total_train_batch_size: 4
+- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 10
+- training_steps: 500
+### Training results
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 2.0472        | 0.0003 | 1    | 2.3526          |
+| 2.3507        | 0.0028 | 10   | 2.1854          |
+| 2.0525        | 0.0056 | 20   | 1.7351          |
+| 1.434         | 0.0085 | 30   | 1.6902          |
+| 2.4118        | 0.0113 | 40   | 1.6518          |
+| 0.9114        | 0.0141 | 50   | 1.6245          |
+| 2.0081        | 0.0169 | 60   | 1.6246          |
+| 2.6109        | 0.0198 | 70   | 1.6244          |
+| 2.47          | 0.0226 | 80   | 1.6173          |
+| 1.8635        | 0.0254 | 90   | 1.6206          |
+| 1.8346        | 0.0282 | 100  | 1.6036          |
+| 2.4523        | 0.0311 | 110  | 1.6251          |
+| 1.5273        | 0.0339 | 120  | 1.6137          |
+| 2.0915        | 0.0367 | 130  | 1.6255          |
+### Framework versions
+- PEFT 0.13.2
+- Transformers 4.46.0
+- Pytorch 2.3.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.20.1

adapter_model.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:1e27376160ac6032910f43d1a7f64c0b267350d10dd0ad1fa6ce049fac9cfe24
+size 90258378

adapter_model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:06cb5c99fa6a855d28a17bf1c0bb727f661d2305e6ccf1eedacf257af1918190
 size 90207248

 version https://git-lfs.github.com/spec/v1
+oid sha256:171112ccba9344c686ea185bbd6a2296276e47237baba76d8ff8ead4dd654fbf
 size 90207248