Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
falcon_7b_LoRA_r16_alpha32_epoch10_dialogue_summarization_v0.1 – AI Model by bearbearyu1223 | AlphaNeural AI
You can deploy this model and start earning money today!
bearbearyu1223
/
falcon_7b_LoRA_r16_alpha32_epoch10_dialogue_summarization_v0.1
like
0
peft
safetensors
trl
sft
generated_from_trainer
samsum
vilsonrodrigues/falcon-7b-sharded
adapter
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
falcon_7b_LoRA_r16_alpha32_epoch10_dialogue_summarization_v0.1
This model is a fine-tuned version of
vilsonrodrigues/falcon-7b-sharded
on the samsum dataset.
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: 32
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Framework versions
PEFT 0.7.2.dev0
Transformers 4.36.0
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.0
