End of training

README.md

@@ -0,0 +1,192 @@
+---
+library_name: peft
+license: other
+base_model: facebook/opt-125m
+tags:
+- axolotl
+- generated_from_trainer
+model-index:
+- name: 5f0159c4-1008-4527-9092-4ee6e6b9e663
+  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: qlora
+auto_resume_from_checkpoints: true
+base_model: facebook/opt-125m
+bf16: auto
+chat_template: llama3
+dataloader_num_workers: 12
+dataset_prepared_path: null
+datasets:
+- data_files:
+  - 47b36a24df61e9c5_train_data.json
+  ds_type: json
+  format: custom
+  path: /workspace/input_data/47b36a24df61e9c5_train_data.json
+  type:
+    field_input: documents
+    field_instruction: question
+    field_output: answer
+    format: '{instruction} {input}'
+    no_input_format: '{instruction}'
+    system_format: '{system}'
+    system_prompt: ''
+debug: null
+deepspeed: null
+early_stopping_patience: 3
+eval_max_new_tokens: 128
+eval_steps: 50
+eval_table_size: null
+evals_per_epoch: null
+flash_attention: true
+fp16: null
+fsdp: null
+fsdp_config: null
+gradient_accumulation_steps: 16
+gradient_checkpointing: true
+group_by_length: true
+hub_model_id: error577/5f0159c4-1008-4527-9092-4ee6e6b9e663
+hub_repo: null
+hub_strategy: checkpoint
+hub_token: null
+learning_rate: 0.0003
+load_in_4bit: true
+load_in_8bit: false
+local_rank: null
+logging_steps: 1
+lora_alpha: 128
+lora_dropout: 0.3
+lora_fan_in_fan_out: null
+lora_model_dir: null
+lora_r: 128
+lora_target_linear: true
+lr_scheduler: cosine
+max_grad_norm: 1.0
+max_steps: null
+micro_batch_size: 1
+mlflow_experiment_name: /tmp/47b36a24df61e9c5_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: 50
+sequence_len: 512
+strict: false
+tf32: false
+tokenizer_type: AutoTokenizer
+train_on_inputs: false
+trust_remote_code: true
+val_set_size: 0.02
+wandb_entity: null
+wandb_mode: online
+wandb_name: a6924886-18eb-47b1-8a4b-24becc99648c
+wandb_project: Gradients-On-Demand
+wandb_run: your_name
+wandb_runid: a6924886-18eb-47b1-8a4b-24becc99648c
+warmup_steps: 10
+weight_decay: 0.01
+xformers_attention: null
+
+```
+
+</details><br>
+
+# 5f0159c4-1008-4527-9092-4ee6e6b9e663
+
+This model is a fine-tuned version of [facebook/opt-125m](https://huggingface.co/facebook/opt-125m) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.2857
+
+## 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: 0.0003
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 16
+- 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
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 47.7848       | 0.0004 | 1    | 3.0276          |
+| 34.159        | 0.0202 | 50   | 2.9019          |
+| 39.2367       | 0.0405 | 100  | 2.5922          |
+| 52.0151       | 0.0607 | 150  | 2.5356          |
+| 33.4878       | 0.0809 | 200  | 2.5099          |
+| 25.6957       | 0.1012 | 250  | 2.4814          |
+| 27.5454       | 0.1214 | 300  | 2.4519          |
+| 32.6855       | 0.1417 | 350  | 2.4207          |
+| 25.3411       | 0.1619 | 400  | 2.4211          |
+| 27.4427       | 0.1821 | 450  | 2.4128          |
+| 34.6101       | 0.2024 | 500  | 2.3944          |
+| 23.8259       | 0.2226 | 550  | 2.3888          |
+| 23.7378       | 0.2428 | 600  | 2.3808          |
+| 27.431        | 0.2631 | 650  | 2.3735          |
+| 26.069        | 0.2833 | 700  | 2.3755          |
+| 20.5981       | 0.3035 | 750  | 2.3722          |
+| 23.1821       | 0.3238 | 800  | 2.3646          |
+| 20.5374       | 0.3440 | 850  | 2.3509          |
+| 22.8665       | 0.3642 | 900  | 2.3556          |
+| 21.9577       | 0.3845 | 950  | 2.3418          |
+| 20.0986       | 0.4047 | 1000 | 2.3399          |
+| 29.616        | 0.4250 | 1050 | 2.3433          |
+| 25.8536       | 0.4452 | 1100 | 2.3335          |
+| 18.732        | 0.4654 | 1150 | 2.3298          |
+| 21.2083       | 0.4857 | 1200 | 2.3250          |
+| 20.2594       | 0.5059 | 1250 | 2.3195          |
+| 14.3002       | 0.5261 | 1300 | 2.3196          |
+| 24.714        | 0.5464 | 1350 | 2.3132          |
+| 22.0257       | 0.5666 | 1400 | 2.3093          |
+| 16.7176       | 0.5868 | 1450 | 2.3012          |
+| 15.5525       | 0.6071 | 1500 | 2.3052          |
+| 20.5451       | 0.6273 | 1550 | 2.2970          |
+| 31.716        | 0.6475 | 1600 | 2.2905          |
+| 23.2587       | 0.6678 | 1650 | 2.2938          |
+| 16.72         | 0.6880 | 1700 | 2.2914          |
+| 19.7095       | 0.7083 | 1750 | 2.2868          |
+| 25.7639       | 0.7285 | 1800 | 2.2802          |
+| 30.8813       | 0.7487 | 1850 | 2.2860          |
+| 25.8737       | 0.7690 | 1900 | 2.2825          |
+| 21.8546       | 0.7892 | 1950 | 2.2857          |
+
+
+### Framework versions
+
+- PEFT 0.13.2
+- Transformers 4.46.0
+- Pytorch 2.5.0+cu124
+- Datasets 3.0.1
+- Tokenizers 0.20.1

adapter_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdf648e20e878d7799c8afbe7e13c9192f6d11cb7f291bd97964b263a723d5a0
+size 84987466

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d20bbeee19301505929e26996970f7416daa3c015a9a8eefc29b48275a8c80ab
+oid sha256:cc58c42178182a61d3b5a2f279be7ba11ae66d428ae82c14ce9963336770fc3c
 size 84954584