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Sponsored by
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Best000 / a0d403fa-e287-42eb-ac34-337afb384a10
Model's Last Updated: January 27 2025
Introduction of a0d403fa-e287-42eb-ac34-337afb384a10
Model Details of a0d403fa-e287-42eb-ac34-337afb384a10
See axolotl config
axolotl version:
0.4.1
adapter: lora
base_model: unsloth/gemma-2b-it
bf16: auto
chat_template: llama3
dataset_prepared_path: null
datasets:
- data_files:
- 5a892d439141c907_train_data.json
ds_type: json
format: custom
path: /workspace/input_data/5a892d439141c907_train_data.json
type:
field_instruction: instruction
field_output: output
format: '{instruction}'
no_input_format: '{instruction}'
system_format: '{system}'
system_prompt: ''
debug: null
deepspeed: null
early_stopping_patience: null
eval_max_new_tokens: 128
eval_table_size: null
evals_per_epoch: 4
flash_attention: false
fp16: null
fsdp: null
fsdp_config: null
gradient_accumulation_steps: 4
gradient_checkpointing: false
group_by_length: false
hub_model_id: Best000/a0d403fa-e287-42eb-ac34-337afb384a10
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: 1
lora_alpha: 16
lora_dropout: 0.05
lora_fan_in_fan_out: null
lora_model_dir: null
lora_r: 8
lora_target_linear: true
lr_scheduler: cosine
max_steps: 10
micro_batch_size: 2
mlflow_experiment_name: /tmp/5a892d439141c907_train_data.json
model_type: AutoModelForCausalLM
num_epochs: 1
optimizer: adamw_bnb_8bit
output_dir: miner_id_24
pad_to_sequence_len: true
resume_from_checkpoint: null
s2_attention: null
sample_packing: false
saves_per_epoch: 4
sequence_len: 512
strict: false
tf32: false
tokenizer_type: AutoTokenizer
train_on_inputs: false
trust_remote_code: true
val_set_size: 0.05
wandb_entity: null
wandb_mode: online
wandb_name: c603445c-3df4-4ab9-936f-ff4ca9f2d1bf
wandb_project: Birthday-SN56-32-Gradients-On-Demand
wandb_run: your_name
wandb_runid: c603445c-3df4-4ab9-936f-ff4ca9f2d1bf
warmup_steps: 10
weight_decay: 0.0
xformers_attention: null
a0d403fa-e287-42eb-ac34-337afb384a10
This model is a fine-tuned version of unsloth/gemma-2b-it on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.1732
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: 4
- total_train_batch_size: 8
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.1795 | 0.0002 | 1 | 2.8582 |
| 2.6307 | 0.0005 | 3 | 2.8447 |
| 2.4764 | 0.0010 | 6 | 2.6442 |
| 1.9929 | 0.0015 | 9 | 2.1732 |
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 Best000 a0d403fa-e287-42eb-ac34-337afb384a10 on huggingface.co
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More Information About a0d403fa-e287-42eb-ac34-337afb384a10 huggingface.co Model
Url of a0d403fa-e287-42eb-ac34-337afb384a10
a0d403fa-e287-42eb-ac34-337afb384a10 huggingface.co Url
Provider of a0d403fa-e287-42eb-ac34-337afb384a10 huggingface.co
Other API from Best000
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