End of training

README.md

@@ -13,101 +13,6 @@ model-index:
 <!-- 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/SmolLM2-360M
-bf16: auto
-chat_template: llama3
-dataset_prepared_path: null
-datasets:
-- data_files:
-  - fb9dbe6a15456a1a_train_data.json
-  ds_type: json
-  format: custom
-  path: /workspace/input_data/fb9dbe6a15456a1a_train_data.json
-  type:
-    field_input: schema
-    field_instruction: question
-    field_output: cypher
-    format: '{instruction} {input}'
-    no_input_format: '{instruction}'
-    system_format: '{system}'
-    system_prompt: ''
-debug: null
-deepspeed: null
-device_map: auto
-do_eval: true
-early_stopping_patience: 3
-eval_batch_size: 4
-eval_max_new_tokens: 128
-eval_steps: 300
-eval_table_size: null
-evals_per_epoch: null
-flash_attention: true
-fp16: false
-fsdp: null
-fsdp_config: null
-gradient_accumulation_steps: 4
-gradient_checkpointing: false
-group_by_length: true
-hub_model_id: JacksonBrune/abf40871-5a57-4060-a74e-958970fa8efd
-hub_strategy: end
-learning_rate: 0.0002
-load_in_4bit: false
-load_in_8bit: false
-local_rank: null
-logging_steps: 50
-lora_alpha: 64
-lora_dropout: 0.05
-lora_fan_in_fan_out: null
-lora_model_dir: null
-lora_r: 32
-lora_target_linear: true
-lr_scheduler: constant
-max_grad_norm: 1.0
-max_memory:
-  0: 75GB
-max_steps: 11983
-micro_batch_size: 4
-mlflow_experiment_name: /tmp/fb9dbe6a15456a1a_train_data.json
-model_type: AutoModelForCausalLM
-num_epochs: 10
-optim_args:
-  adam_beta1: 0.9
-  adam_beta2: 0.95
-  adam_epsilon: 1e-5
-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: 300
-saves_per_epoch: null
-sequence_len: 512
-strict: false
-tf32: true
-tokenizer_type: AutoTokenizer
-train_on_inputs: false
-trust_remote_code: true
-val_set_size: 0.05
-wandb_entity: null
-wandb_mode: online
-wandb_name: 3d815f53-5d88-4919-8beb-b5b09fa3039c
-wandb_project: SN56-18
-wandb_run: your_name
-wandb_runid: 3d815f53-5d88-4919-8beb-b5b09fa3039c
-warmup_steps: 50
-weight_decay: 0.0
-xformers_attention: null
-
-```
-
-</details><br>
 
 # abf40871-5a57-4060-a74e-958970fa8efd
 
@@ -127,58 +32,6 @@ More information needed
 
 More information needed
 
-## Training procedure
-
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 0.0002
-- train_batch_size: 4
-- eval_batch_size: 4
-- seed: 42
-- gradient_accumulation_steps: 4
-- total_train_batch_size: 16
-- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=adam_beta1=0.9,adam_beta2=0.95,adam_epsilon=1e-5
-- lr_scheduler_type: constant
-- lr_scheduler_warmup_steps: 50
-- training_steps: 11983
-
-### Training results
-
-| Training Loss | Epoch  | Step | Validation Loss |
-|:-------------:|:------:|:----:|:---------------:|
-| No log        | 0.0004 | 1    | 2.0458          |
-| 0.2956        | 0.1146 | 300  | 0.3243          |
-| 0.2232        | 0.2292 | 600  | 0.2319          |
-| 0.1722        | 0.3438 | 900  | 0.2079          |
-| 0.165         | 0.4584 | 1200 | 0.1960          |
-| 0.1533        | 0.5730 | 1500 | 0.1721          |
-| 0.1413        | 0.6876 | 1800 | 0.1576          |
-| 0.1657        | 0.8022 | 2100 | 0.1506          |
-| 0.1401        | 0.9168 | 2400 | 0.1554          |
-| 0.1071        | 1.0315 | 2700 | 0.1464          |
-| 0.1101        | 1.1461 | 3000 | 0.1280          |
-| 0.1163        | 1.2607 | 3300 | 0.1277          |
-| 0.1109        | 1.3753 | 3600 | 0.1233          |
-| 0.1165        | 1.4899 | 3900 | 0.1217          |
-| 0.1042        | 1.6045 | 4200 | 0.1171          |
-| 0.1079        | 1.7191 | 4500 | 0.1197          |
-| 0.0993        | 1.8337 | 4800 | 0.1156          |
-| 0.1025        | 1.9483 | 5100 | 0.1127          |
-| 0.0876        | 2.0630 | 5400 | 0.1154          |
-| 0.0902        | 2.1776 | 5700 | 0.1104          |
-| 0.0825        | 2.2922 | 6000 | 0.1108          |
-| 0.0788        | 2.4068 | 6300 | 0.1060          |
-| 0.0926        | 2.5214 | 6600 | 0.1084          |
-| 0.0913        | 2.6360 | 6900 | 0.1059          |
-| 0.0879        | 2.7506 | 7200 | 0.1072          |
-| 0.0858        | 2.8652 | 7500 | 0.1045          |
-| 0.088         | 2.9798 | 7800 | 0.1040          |
-| 0.0771        | 3.0945 | 8100 | 0.1163          |
-| 0.0681        | 3.2091 | 8400 | 0.1116          |
-| 0.0758        | 3.3238 | 8700 | 0.1141          |
-
-
 ### Framework versions
 
 - PEFT 0.13.2