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falcon-rw-1b-code-gen-llm-task2 – AI Model by Katochh | AlphaNeural AI
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Katochh
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falcon-rw-1b-code-gen-llm-task2
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
petals-team/falcon-rw-1b
adapter
apache-2.0
us
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falcon-rw-1b-code-gen-llm-task2
This model is a fine-tuned version of
petals-team/falcon-rw-1b
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.1783
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: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
training_steps: 320
Training results
Training Loss
Epoch
Step
Validation Loss
1.6083
0.2
40
1.5153
1.4854
0.4
80
1.3644
1.3717
0.6
120
1.2477
1.244
0.8
160
1.2093
1.2581
1.0
200
1.1897
1.1757
1.2
240
1.1816
1.2085
1.4
280
1.1787
1.1808
1.6
320
1.1783
Framework versions
PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
