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llama-3.2-3b-chatbot – AI Model by Akshit-77 | AlphaNeural AI
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Akshit-77
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llama-3.2-3b-chatbot
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transformers
safetensors
llama
text-generation
generated_from_trainer
conversational
meta-llama/Llama-3.2-3B-Instruct
quantized
llama3.2
autotrain_compatible
text-generation-inference
endpoints_compatible
4-bit
bitsandbytes
us
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llama-3.2-3b-chatbot
This model is a fine-tuned version of
meta-llama/Llama-3.2-3B-Instruct
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.6208
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: 0.0005
train_batch_size: 16
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
1.8392
0.9292
200
1.6995
1.445
1.8583
400
1.5649
1.1078
2.7875
600
1.5232
0.819
3.7166
800
1.5380
0.5895
4.6458
1000
1.6208
Framework versions
Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0
