Total runs:
39
Run Growth:
-138
Growth Rate:
-353.85%
Sponsored by
Vmake Labs Video Enhancer
dada22231 / 3f1228ab-8a91-48b8-8ea4-807689d90d3e
Model's Last Updated: December 08 2024
Introduction of 3f1228ab-8a91-48b8-8ea4-807689d90d3e
Model Details of 3f1228ab-8a91-48b8-8ea4-807689d90d3e
See axolotl config
axolotl version:
0.4.1
adapter: lora
base_model: zake7749/gemma-2-2b-it-chinese-kyara-dpo
bf16: auto
chat_template: llama3
cosine_min_lr_ratio: 0.1
data_processes: 16
dataset_prepared_path: null
datasets:
- data_files:
- 5efdf7e46b4d17bd_train_data.json
ds_type: json
format: custom
path: /workspace/input_data/5efdf7e46b4d17bd_train_data.json
type:
field_input: chosen
field_instruction: prompt
field_output: rejected
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: 1
eval_batch_size: 1
eval_sample_packing: false
eval_steps: 25
evaluation_strategy: steps
flash_attention: false
fp16: null
fsdp: null
fsdp_config: null
gradient_accumulation_steps: 32
gradient_checkpointing: true
group_by_length: true
hub_model_id: dada22231/3f1228ab-8a91-48b8-8ea4-807689d90d3e
hub_strategy: checkpoint
hub_token: null
hub_username: dada22231
learning_rate: 0.0001
load_in_4bit: false
load_in_8bit: false
local_rank: null
logging_steps: 1
lora_alpha: 64
lora_dropout: 0.05
lora_fan_in_fan_out: null
lora_model_dir: null
lora_r: 32
lora_target_linear: true
lora_target_modules:
- q_proj
- v_proj
lr_scheduler: cosine
max_grad_norm: 1.0
max_memory:
0: 70GiB
1: 70GiB
2: 70GiB
3: 70GiB
max_steps: 95
micro_batch_size: 1
mlflow_experiment_name: /tmp/5efdf7e46b4d17bd_train_data.json
model_type: AutoModelForCausalLM
num_epochs: 3
optim_args:
adam_beta1: 0.9
adam_beta2: 0.95
adam_epsilon: 1e-5
optimizer: adamw_torch
output_dir: miner_id_24
pad_to_sequence_len: true
repository_id: dada22231/3f1228ab-8a91-48b8-8ea4-807689d90d3e
resume_from_checkpoint: null
s2_attention: null
sample_packing: false
save_steps: 25
save_strategy: steps
sequence_len: 2048
strict: false
tf32: false
tokenizer_type: AutoTokenizer
torch_compile: false
train_on_inputs: false
trust_remote_code: true
val_set_size: 50
wandb_entity: null
wandb_mode: online
wandb_name: 3f1228ab-8a91-48b8-8ea4-807689d90d3e
wandb_project: Public_TuningSN
wandb_runid: 3f1228ab-8a91-48b8-8ea4-807689d90d3e
warmup_ratio: 0.04
weight_decay: 0.01
xformers_attention: null
3f1228ab-8a91-48b8-8ea4-807689d90d3e
This model is a fine-tuned version of zake7749/gemma-2-2b-it-chinese-kyara-dpo on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5177
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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 32
- total_train_batch_size: 128
- total_eval_batch_size: 4
- optimizer: Use OptimizerNames.ADAMW_TORCH 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: cosine
- lr_scheduler_warmup_steps: 3
- training_steps: 95
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.296 | 0.0005 | 1 | 3.6184 |
| 1.4967 | 0.0123 | 25 | 1.6187 |
| 1.505 | 0.0247 | 50 | 1.5585 |
| 1.5344 | 0.0370 | 75 | 1.5177 |
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 dada22231 3f1228ab-8a91-48b8-8ea4-807689d90d3e on huggingface.co
4
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
-5
30-day runs
More Information About 3f1228ab-8a91-48b8-8ea4-807689d90d3e huggingface.co Model
Url of 3f1228ab-8a91-48b8-8ea4-807689d90d3e
3f1228ab-8a91-48b8-8ea4-807689d90d3e huggingface.co Url
Provider of 3f1228ab-8a91-48b8-8ea4-807689d90d3e huggingface.co
Other API from dada22231
Updated:May 27 2025
Total runs:
24
Run Growth:
4
Growth Rate:
16.67%
Total runs:
24
Run Growth:
-51
Growth Rate:
-212.50%
Total runs:
22
Run Growth:
16
Growth Rate:
72.73%
Total runs:
21
Run Growth:
13
Growth Rate:
65.00%
Total runs:
21
Run Growth:
18
Growth Rate:
85.71%
Total runs:
21
Run Growth:
15
Growth Rate:
71.43%
Total runs:
19
Run Growth:
15
Growth Rate:
78.95%
Total runs:
19
Run Growth:
13
Growth Rate:
68.42%
Total runs:
18
Run Growth:
0
Growth Rate:
0.00%
Total runs:
18
Run Growth:
7
Growth Rate:
38.89%
Total runs:
17
Run Growth:
-1
Growth Rate:
-5.88%
Total runs:
16
Run Growth:
10
Growth Rate:
62.50%
Total runs:
16
Run Growth:
-62
Growth Rate:
-387.50%
Total runs:
16
Run Growth:
9
Growth Rate:
56.25%
Total runs:
16
Run Growth:
7
Growth Rate:
43.75%
Total runs:
15
Run Growth:
4
Growth Rate:
26.67%
Total runs:
15
Run Growth:
7
Growth Rate:
46.67%
Total runs:
15
Run Growth:
5
Growth Rate:
33.33%
Total runs:
15
Run Growth:
11
Growth Rate:
73.33%
Total runs:
15
Run Growth:
5
Growth Rate:
33.33%
Total runs:
14
Run Growth:
-2
Growth Rate:
-14.29%
Total runs:
14
Run Growth:
10
Growth Rate:
71.43%
Total runs:
14
Run Growth:
0
Growth Rate:
0.00%
Total runs:
14
Run Growth:
7
Growth Rate:
50.00%
Total runs:
14
Run Growth:
-42
Growth Rate:
-300.00%
Total runs:
14
Run Growth:
6
Growth Rate:
42.86%
Total runs:
14
Run Growth:
10
Growth Rate:
71.43%
Total runs:
13
Run Growth:
-2
Growth Rate:
-15.38%
Total runs:
13
Run Growth:
10
Growth Rate:
76.92%
Total runs:
13
Run Growth:
8
Growth Rate:
61.54%
Total runs:
13
Run Growth:
-3
Growth Rate:
-23.08%
Total runs:
13
Run Growth:
9
Growth Rate:
69.23%
Total runs:
13
Run Growth:
-2
Growth Rate:
-15.38%
Total runs:
13
Run Growth:
8
Growth Rate:
61.54%
Total runs:
13
Run Growth:
7
Growth Rate:
53.85%
Total runs:
12
Run Growth:
4
Growth Rate:
33.33%
Total runs:
12
Run Growth:
2
Growth Rate:
16.67%
Total runs:
12
Run Growth:
3
Growth Rate:
25.00%
Total runs:
12
Run Growth:
5
Growth Rate:
41.67%
Total runs:
12
Run Growth:
-3
Growth Rate:
-25.00%
Total runs:
12
Run Growth:
9
Growth Rate:
75.00%
Total runs:
11
Run Growth:
8
Growth Rate:
72.73%
Total runs:
11
Run Growth:
7
Growth Rate:
63.64%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
0
Growth Rate:
0.00%
Total runs:
11
Run Growth:
6
Growth Rate:
54.55%
Total runs:
11
Run Growth:
0
Growth Rate:
0.00%
Total runs:
11
Run Growth:
5
Growth Rate:
45.45%
Total runs:
11
Run Growth:
6
Growth Rate:
54.55%
Total runs:
11
Run Growth:
7
Growth Rate:
63.64%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
-1
Growth Rate:
-9.09%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
6
Growth Rate:
54.55%
Total runs:
11
Run Growth:
-2
Growth Rate:
-18.18%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
5
Growth Rate:
50.00%
Total runs:
10
Run Growth:
-4
Growth Rate:
-40.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
7
Growth Rate:
70.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
2
Growth Rate:
20.00%
Total runs:
10
Run Growth:
2
Growth Rate:
20.00%
Total runs:
10
Run Growth:
4
Growth Rate:
40.00%
Total runs:
10
Run Growth:
1
Growth Rate:
10.00%
Total runs:
10
Run Growth:
2
Growth Rate:
20.00%
Total runs:
10
Run Growth:
5
Growth Rate:
50.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
7
Growth Rate:
63.64%
Total runs:
10
Run Growth:
5
Growth Rate:
50.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
9
Run Growth:
3
Growth Rate:
33.33%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
-3
Growth Rate:
-33.33%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
7
Growth Rate:
77.78%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
2
Growth Rate:
22.22%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
-1
Growth Rate:
-11.11%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
-1
Growth Rate:
-11.11%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%