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Alphatao / 8506de0c-efe1-48ec-9251-be484f0af856
Model's Last Updated: March 06 2025
Introduction of 8506de0c-efe1-48ec-9251-be484f0af856
Model Details of 8506de0c-efe1-48ec-9251-be484f0af856
See axolotl config
axolotl version:
0.4.1
adapter: lora
base_model: Qwen/Qwen2.5-0.5B
bf16: true
chat_template: llama3
dataset_prepared_path: null
datasets:
- data_files:
- 0e8365ce28f10388_train_data.json
ds_type: json
format: custom
path: /workspace/input_data/0e8365ce28f10388_train_data.json
type:
field_input: context
field_instruction: question-X
field_output: answer-Y
format: '{instruction} {input}'
no_input_format: '{instruction}'
system_format: '{system}'
system_prompt: ''
debug: null
deepspeed: null
early_stopping_patience: 2
eval_max_new_tokens: 128
eval_steps: 100
eval_table_size: null
flash_attention: true
fp16: null
fsdp: null
fsdp_config: null
gradient_accumulation_steps: 8
gradient_checkpointing: true
group_by_length: false
hub_model_id: Alphatao/8506de0c-efe1-48ec-9251-be484f0af856
hub_repo: null
hub_strategy: checkpoint
hub_token: null
learning_rate: 0.0002
load_best_model_at_end: true
load_in_4bit: false
load_in_8bit: false
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: 16
lora_target_linear: true
lora_target_modules:
- q_proj
- k_proj
- v_proj
lr_scheduler: cosine
max_grad_norm: 1.0
max_steps: 6528
micro_batch_size: 4
mlflow_experiment_name: /tmp/0e8365ce28f10388_train_data.json
model_type: AutoModelForCausalLM
num_epochs: 2
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: 100
sequence_len: 1024
strict: false
tf32: true
tokenizer_type: AutoTokenizer
train_on_inputs: false
trust_remote_code: true
val_set_size: 0.04
wandb_entity: null
wandb_mode: online
wandb_name: 012ceced-ebc3-4133-9f3b-090d40160419
wandb_project: Gradients-On-Demand
wandb_run: your_name
wandb_runid: 012ceced-ebc3-4133-9f3b-090d40160419
warmup_steps: 10
weight_decay: 0.0
xformers_attention: null
8506de0c-efe1-48ec-9251-be484f0af856
This model is a fine-tuned version of Qwen/Qwen2.5-0.5B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8955
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- 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: 2039
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 5.7618 | 0.0010 | 1 | 5.8334 |
| 1.9927 | 0.0981 | 100 | 2.0468 |
| 2.0532 | 0.1962 | 200 | 2.0067 |
| 2.1606 | 0.2944 | 300 | 1.9800 |
| 1.8224 | 0.3925 | 400 | 1.9714 |
| 1.7791 | 0.4906 | 500 | 1.9451 |
| 1.931 | 0.5887 | 600 | 1.9355 |
| 1.9044 | 0.6869 | 700 | 1.9215 |
| 1.9545 | 0.7850 | 800 | 1.9157 |
| 1.7429 | 0.8831 | 900 | 1.8967 |
| 1.8895 | 0.9812 | 1000 | 1.8883 |
| 1.6458 | 1.0794 | 1100 | 1.9046 |
| 1.7252 | 1.1775 | 1200 | 1.8955 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
Runs of Alphatao 8506de0c-efe1-48ec-9251-be484f0af856 on huggingface.co
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More Information About 8506de0c-efe1-48ec-9251-be484f0af856 huggingface.co Model
Url of 8506de0c-efe1-48ec-9251-be484f0af856
8506de0c-efe1-48ec-9251-be484f0af856 huggingface.co Url
Provider of 8506de0c-efe1-48ec-9251-be484f0af856 huggingface.co
Other API from Alphatao
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