Sponsored by
APIMart
ivangrapher / 657fbfb6-5208-4d76-8c1d-e34a519083e0
Model's Last Updated: January 15 2025
Introduction of 657fbfb6-5208-4d76-8c1d-e34a519083e0
Model Details of 657fbfb6-5208-4d76-8c1d-e34a519083e0
See axolotl config
axolotl version:
0.4.1
adapter: lora
base_model: unsloth/Mistral-Nemo-Instruct-2407
bf16: auto
chat_template: llama3
dataset_prepared_path: null
datasets:
- data_files:
- db97aa42096ea8a2_train_data.json
ds_type: json
format: custom
path: /workspace/input_data/db97aa42096ea8a2_train_data.json
type:
field_input: ''
field_instruction: prompt
field_output: chosen
format: '{instruction}'
no_input_format: '{instruction}'
system_format: '{system}'
system_prompt: ''
debug: null
deepspeed: null
device: cuda
early_stopping_patience: null
eval_max_new_tokens: 128
eval_table_size: null
evals_per_epoch: 4
flash_attention: false
fp16: null
gradient_accumulation_steps: 6
gradient_checkpointing: false
group_by_length: false
hub_model_id: ivangrapher/657fbfb6-5208-4d76-8c1d-e34a519083e0
hub_repo: null
hub_strategy: checkpoint
hub_token: null
learning_rate: 0.0002
load_in_4bit: false
load_in_8bit: false
local_rank: null
logging_steps: 3
lora_alpha: 32
lora_dropout: 0.05
lora_fan_in_fan_out: null
lora_model_dir: null
lora_r: 16
lora_target_linear: true
lr_scheduler: cosine
max_memory:
0: 70GiB
max_steps: 30
micro_batch_size: 2
mlflow_experiment_name: /tmp/db97aa42096ea8a2_train_data.json
model_type: AutoModelForCausalLM
num_epochs: 1
optimizer: adamw_torch
output_dir: miner_id_24
pad_to_sequence_len: true
resume_from_checkpoint: null
s2_attention: null
sample_packing: false
save_steps: 10
sequence_len: 1024
strict: false
tf32: false
tokenizer_type: AutoTokenizer
train_on_inputs: true
trust_remote_code: true
val_set_size: 0.05
wandb_entity: null
wandb_mode: online
wandb_name: 2526db86-3093-413d-a9b2-ce4adcb86717
wandb_project: Gradients-On-Demand
wandb_run: your_name
wandb_runid: 2526db86-3093-413d-a9b2-ce4adcb86717
warmup_steps: 10
weight_decay: 0.01
xformers_attention: true
657fbfb6-5208-4d76-8c1d-e34a519083e0
This model is a fine-tuned version of unsloth/Mistral-Nemo-Instruct-2407 on the None dataset. It achieves the following results on the evaluation set:
- Loss: nan
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: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 6
- total_train_batch_size: 12
- optimizer: Use OptimizerNames.ADAMW_TORCH 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: 30
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0014 | 1 | nan |
| 0.0 | 0.0111 | 8 | nan |
| 0.0 | 0.0222 | 16 | nan |
| 0.0 | 0.0333 | 24 | nan |
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 ivangrapher 657fbfb6-5208-4d76-8c1d-e34a519083e0 on huggingface.co
7
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
0
30-day runs
More Information About 657fbfb6-5208-4d76-8c1d-e34a519083e0 huggingface.co Model
Url of 657fbfb6-5208-4d76-8c1d-e34a519083e0
657fbfb6-5208-4d76-8c1d-e34a519083e0 huggingface.co Url
Provider of 657fbfb6-5208-4d76-8c1d-e34a519083e0 huggingface.co
Other API from ivangrapher
Total runs:
18
Run Growth:
13
Growth Rate:
72.22%
Total runs:
18
Run Growth:
14
Growth Rate:
77.78%
Total runs:
17
Run Growth:
11
Growth Rate:
64.71%
Total runs:
17
Run Growth:
10
Growth Rate:
58.82%
Total runs:
16
Run Growth:
13
Growth Rate:
81.25%
Total runs:
15
Run Growth:
10
Growth Rate:
66.67%
Total runs:
15
Run Growth:
-1
Growth Rate:
-6.67%
Total runs:
14
Run Growth:
10
Growth Rate:
71.43%
Total runs:
14
Run Growth:
7
Growth Rate:
50.00%
Total runs:
13
Run Growth:
7
Growth Rate:
53.85%
Total runs:
13
Run Growth:
7
Growth Rate:
50.00%
Total runs:
12
Run Growth:
7
Growth Rate:
58.33%
Total runs:
12
Run Growth:
9
Growth Rate:
75.00%
Total runs:
12
Run Growth:
-2
Growth Rate:
-16.67%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
12
Run Growth:
4
Growth Rate:
33.33%
Total runs:
12
Run Growth:
5
Growth Rate:
41.67%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
12
Run Growth:
1
Growth Rate:
8.33%
Total runs:
12
Run Growth:
7
Growth Rate:
58.33%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
12
Run Growth:
4
Growth Rate:
33.33%
Total runs:
11
Run Growth:
7
Growth Rate:
63.64%
Total runs:
11
Run Growth:
-3
Growth Rate:
-27.27%
Total runs:
11
Run Growth:
2
Growth Rate:
18.18%
Total runs:
11
Run Growth:
0
Growth Rate:
0.00%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
10
Run Growth:
1
Growth Rate:
10.00%
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:
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:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
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:
2
Growth Rate:
22.22%
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:
0
Growth Rate:
0.00%
Total runs:
8
Run Growth:
5
Growth Rate:
62.50%
Total runs:
8
Run Growth:
5
Growth Rate:
62.50%
Total runs:
8
Run Growth:
1
Growth Rate:
12.50%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
-3
Growth Rate:
-37.50%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
3
Growth Rate:
37.50%
Total runs:
8
Run Growth:
-1
Growth Rate:
-12.50%
Total runs:
8
Run Growth:
2
Growth Rate:
25.00%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
2
Growth Rate:
25.00%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
2
Growth Rate:
25.00%
Total runs:
8
Run Growth:
-1
Growth Rate:
-12.50%
Total runs:
8
Run Growth:
-7
Growth Rate:
-87.50%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
-2
Growth Rate:
-25.00%
Total runs:
8
Run Growth:
-5
Growth Rate:
-62.50%
Total runs:
8
Run Growth:
2
Growth Rate:
25.00%
Total runs:
8
Run Growth:
3
Growth Rate:
37.50%
Total runs:
8
Run Growth:
2
Growth Rate:
25.00%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
-2
Growth Rate:
-28.57%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
7
Run Growth:
-3
Growth Rate:
-42.86%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
-3
Growth Rate:
-42.86%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
7
Run Growth:
-3
Growth Rate:
-42.86%
Total runs:
7
Run Growth:
1
Growth Rate:
12.50%
Total runs:
7
Run Growth:
0
Growth Rate:
0.00%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%