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End of training

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Files changed (2) hide show
  1. README.md +8 -10
  2. adapter_model.bin +1 -1
README.md CHANGED
@@ -42,7 +42,7 @@ deepspeed: null
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  early_stopping_patience: null
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  eval_max_new_tokens: 128
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  eval_table_size: null
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- evals_per_epoch: 2
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  flash_attention: false
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  fp16: null
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  fsdp: null
@@ -54,7 +54,7 @@ hub_model_id: error577/c66869bd-b0db-4fd7-92a8-55ec8caaeca5
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  hub_repo: null
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  hub_strategy: checkpoint
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  hub_token: null
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- learning_rate: 0.0001
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  load_in_4bit: true
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  load_in_8bit: false
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  local_rank: null
@@ -66,7 +66,7 @@ lora_model_dir: null
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  lora_r: 32
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  lora_target_linear: true
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  lr_scheduler: cosine
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- max_steps: 100
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  micro_batch_size: 1
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  mlflow_experiment_name: /tmp/4216a06bafbd436d_train_data.json
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  model_type: AutoModelForCausalLM
@@ -86,7 +86,7 @@ tf32: false
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  tokenizer_type: AutoTokenizer
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  train_on_inputs: false
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  trust_remote_code: true
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- val_set_size: 0.02
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  wandb_entity: null
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  wandb_mode: online
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  wandb_name: b3db347c-a6bb-4682-9904-41bfd73f101a
@@ -105,7 +105,7 @@ xformers_attention: null
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  This model is a fine-tuned version of [tiiuae/falcon-rw-1b](https://huggingface.co/tiiuae/falcon-rw-1b) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0347
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  ## Model description
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@@ -124,7 +124,7 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 0.0001
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  - train_batch_size: 1
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  - eval_batch_size: 1
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  - seed: 42
@@ -133,15 +133,13 @@ The following hyperparameters were used during training:
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  - optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: cosine
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  - lr_scheduler_warmup_steps: 10
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- - training_steps: 100
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:------:|:----:|:---------------:|
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- | 14.038 | 0.0003 | 1 | 4.1484 |
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- | 6.194 | 0.0125 | 50 | 1.1684 |
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- | 3.5887 | 0.0250 | 100 | 1.0347 |
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  ### Framework versions
 
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  early_stopping_patience: null
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  eval_max_new_tokens: 128
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  eval_table_size: null
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+ evals_per_epoch: 1
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  flash_attention: false
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  fp16: null
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  fsdp: null
 
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  hub_repo: null
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  hub_strategy: checkpoint
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  hub_token: null
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+ learning_rate: 0.0002
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  load_in_4bit: true
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  load_in_8bit: false
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  local_rank: null
 
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  lora_r: 32
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  lora_target_linear: true
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  lr_scheduler: cosine
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+ max_steps: 1000
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  micro_batch_size: 1
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  mlflow_experiment_name: /tmp/4216a06bafbd436d_train_data.json
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  model_type: AutoModelForCausalLM
 
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  tokenizer_type: AutoTokenizer
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  train_on_inputs: false
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  trust_remote_code: true
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+ val_set_size: 0.05
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  wandb_entity: null
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  wandb_mode: online
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  wandb_name: b3db347c-a6bb-4682-9904-41bfd73f101a
 
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  This model is a fine-tuned version of [tiiuae/falcon-rw-1b](https://huggingface.co/tiiuae/falcon-rw-1b) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5828
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 0.0002
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  - train_batch_size: 1
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  - eval_batch_size: 1
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  - seed: 42
 
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  - optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: cosine
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  - lr_scheduler_warmup_steps: 10
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+ - training_steps: 1000
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:------:|:----:|:---------------:|
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+ | 2.3709 | 0.2582 | 1000 | 0.5828 |
 
 
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  ### Framework versions
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