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benchstreet-chronos-t5-small-sp500
ColonelParrot/benchstreet-chronos-t5-small-sp500
benchstreet-chronos-t5-small-sp500 is a machine learning model from ColonelParrot. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
chronos-t5-small model fine-tuned on 20 years of S&P 500 daily closing prices with following configuration:
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At a glance
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jul 17, 2025
- Updated
- Jul 17, 2025
- SHA
- 60de94c5
Base models
Model card
From the Hugging Face model README
chronos-t5-small model fine-tuned on 20 years of S&P 500 daily closing prices with following configuration:
training_data_paths:
- "/content/sp-data.arrow"
probability:
- 0.9
context_length: 730
prediction_length: 730
min_past: 60
max_steps: 5000
save_steps: 200
log_steps: 500
per_device_train_batch_size: 32
learning_rate: 0.001
optim: adamw_torch_fused
num_samples: 20
shuffle_buffer_length: 100_000
gradient_accumulation_steps: 1
model_id: google/t5-efficient-small
model_type: seq2seq
random_init: true
tie_embeddings: true
output_dir: ./output/
tf32: true
torch_compile: true
tokenizer_class: "MeanScaleUniformBins"
tokenizer_kwargs:
low_limit: -15.0
high_limit: 15.0
n_tokens: 4096
lr_scheduler_type: linear
warmup_ratio: 0.0
dataloader_num_workers: 1
max_missing_prop: 0.9
use_eos_token: true
- Type
- t5
- License
- mit
- Languages
- en
- Created
- Jul 17, 2025
- Updated
- Jul 17, 2025