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broadfield/
scratch-model-1776390257

Name: scratch-model-1776390257
Availability: InStock

pytorch

gpt2

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scratch-model

This is a scratch transformer model created using the Incremental Model Trainer.

Model Configuration

Architecture: Transformer decoder (GPT2-compatible)
Parameters: 13.5M
Hidden Size: 256
Layers: 16
Attention Heads: 16
FFN Dimension: 512
Vocabulary Size: 8000
Max Sequence Length: 4096
Dropout: 0.1

Usage

python

from trainer.scratch_model import ScratchModelCreator

creator = ScratchModelCreator()
# Load from local
model, tokenizer, config = creator.load_with_tokenizer("path/to/model")

# Or load from HuggingFace Hub
local_path = creator.download_from_hub("username/scratch-model-name")
model, tokenizer, config = creator.load_with_tokenizer(local_path)

Loading with Transformers

This model uses a GPT2-compatible configuration but requires the custom ScratchTransformer class to load. Use the ScratchModelCreator as shown above.

Created with Incremental Model Trainer

broadfield/scratch-model-1776390257

scratch-model

Model Configuration

Usage

Loading with Transformers

broadfield/
scratch-model-1776390257