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WorldModel-Textworld-Llama3.1-8B – AI Model by X1AOX1A | AlphaNeural AI
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WorldModel-Textworld-Llama3.1-8B
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transformers
safetensors
llama
text-generation
llama-factory
full
generated_from_trainer
conversational
2512.18832
meta-llama/Llama-3.1-8B
finetune
other
text-generation-inference
endpoints_compatible
us
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Model card
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From Word to World
: Can Large Language Models be Implicit Text-based World Models?
arXiv
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HF Paper
Models
Dataset
textworld_train_40k
This model is a fine-tuned version of
meta-llama/Meta-Llama-3.1-8B
on the textworld_train_58805 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: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 16
total_train_batch_size: 128
total_eval_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 10
num_epochs: 5.0
Training results
Framework versions
Transformers 4.52.4
Pytorch 2.9.0+cu128
Datasets 3.6.0
Tokenizers 0.21.1
