Total runs:
399
Run Growth:
-771
Growth Rate:
-193.23%
Sponsored by
Vmake Labs Video Enhancer
prxy5607 / 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
Model's Last Updated: January 16 2025
Introduction of 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
Model Details of 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
See axolotl config
axolotl version:
0.4.1
adapter: lora
base_model: unsloth/Qwen2.5-Coder-7B-Instruct
bf16: true
chat_template: llama3
data_processes: 16
dataset_prepared_path: null
datasets:
- data_files:
- 59ddeee7313d6c30_train_data.json
ds_type: json
format: custom
path: /workspace/input_data/59ddeee7313d6c30_train_data.json
type:
field_input: endings
field_instruction: ctx
field_output: ctx_a
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: 5
eval_batch_size: 8
eval_max_new_tokens: 128
eval_steps: 25
eval_table_size: null
evals_per_epoch: null
flash_attention: true
fp16: false
fsdp: null
fsdp_config: null
gradient_accumulation_steps: 4
gradient_checkpointing: true
group_by_length: true
hub_model_id: prxy5607/230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
hub_repo: null
hub_strategy: checkpoint
hub_token: null
learning_rate: 0.0001
load_in_4bit: false
load_in_8bit: false
local_rank: null
logging_steps: 1
lora_alpha: 128
lora_dropout: 0.05
lora_fan_in_fan_out: null
lora_model_dir: null
lora_r: 64
lora_target_linear: true
lr_scheduler: cosine
max_grad_norm: 1.0
max_memory:
0: 75GB
max_steps: 50
micro_batch_size: 8
mlflow_experiment_name: /tmp/59ddeee7313d6c30_train_data.json
model_type: AutoModelForCausalLM
num_epochs: 1
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: 25
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: 0ef19ae3-7658-40a2-b309-236ea69cefe0
wandb_project: Gradients-On-Demand
wandb_run: your_name
wandb_runid: 0ef19ae3-7658-40a2-b309-236ea69cefe0
warmup_steps: 5
weight_decay: 0.0
xformers_attention: null
230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
This model is a fine-tuned version of unsloth/Qwen2.5-Coder-7B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3813
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- 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: cosine
- lr_scheduler_warmup_steps: 5
- training_steps: 50
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6885 | 0.0017 | 1 | 0.8727 |
| 0.3789 | 0.0424 | 25 | 0.4482 |
| 0.4833 | 0.0849 | 50 | 0.3813 |
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 prxy5607 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4 on huggingface.co
5
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
2
30-day runs
More Information About 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4 huggingface.co Model
Url of 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4
230185ed-3bbf-4b4d-b7c4-aaf61d451ba4 huggingface.co Url
Provider of 230185ed-3bbf-4b4d-b7c4-aaf61d451ba4 huggingface.co
Other API from prxy5607
Updated:January 26 2025
Total runs:
25
Run Growth:
-357
Growth Rate:
-1428.00%
Total runs:
11
Run Growth:
6
Growth Rate:
54.55%
Total runs:
10
Run Growth:
-1
Growth Rate:
-10.00%
Total runs:
8
Run Growth:
-1
Growth Rate:
-12.50%
Total runs:
7
Run Growth:
0
Growth Rate:
0.00%
Total runs:
7
Run Growth:
0
Growth Rate:
0.00%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
7
Run Growth:
0
Growth Rate:
0.00%
Total runs:
7
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
1
Growth Rate:
16.67%
Total runs:
6
Run Growth:
-2
Growth Rate:
-33.33%
Total runs:
6
Run Growth:
1
Growth Rate:
16.67%
Total runs:
6
Run Growth:
1
Growth Rate:
16.67%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
-1
Growth Rate:
-16.67%
Total runs:
6
Run Growth:
-3
Growth Rate:
-50.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
-1
Growth Rate:
-20.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
-2
Growth Rate:
-40.00%
Total runs:
5
Run Growth:
-1
Growth Rate:
-20.00%
Total runs:
5
Run Growth:
2
Growth Rate:
40.00%
Total runs:
5
Run Growth:
0
Growth Rate:
0.00%
Total runs:
5
Run Growth:
-2
Growth Rate:
-40.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
-2
Growth Rate:
-40.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
4
Run Growth:
0
Growth Rate:
0.00%
Total runs:
4
Run Growth:
-1
Growth Rate:
-25.00%
Total runs:
4
Run Growth:
1
Growth Rate:
25.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
4
Run Growth:
0
Growth Rate:
0.00%
Total runs:
4
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-11
Growth Rate:
-366.67%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-3
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
1
Growth Rate:
50.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
1
Growth Rate:
50.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
2
Growth Rate:
100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
2
Growth Rate:
100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-2
Growth Rate:
-100.00%
Total runs:
2
Run Growth:
-3
Growth Rate:
-150.00%
Total runs:
2
Run Growth:
-5
Growth Rate:
-250.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
1
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-2
Growth Rate:
-200.00%
Total runs:
1
Run Growth:
1
Growth Rate:
100.00%
Total runs:
1
Run Growth:
1
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-1
Growth Rate:
-100.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%