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UVLabs
/
HyperLLM-4b

Text Generation
PEFT
Safetensors
English
trading
finance
hyperliquid
perpetuals
defi
lora
dpo
sft
trl
conversational
Model card Files Files and versions
xet
Community

Instructions to use UVLabs/HyperLLM-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use UVLabs/HyperLLM-4b with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507")
    model = PeftModel.from_pretrained(base_model, "UVLabs/HyperLLM-4b")
  • Notebooks
  • Google Colab
  • Kaggle
HyperLLM-4b
549 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 13 commits
bebis1's picture
bebis1
v0.6: +15.2% accuracy with robust extraction (90.2% overall)
b44ff24 about 2 months ago
  • .gitattributes
    1.57 kB
    Initial release v0.1 - experimental 2 months ago
  • LICENSE
    11 kB
    Initial release v0.1 - experimental 2 months ago
  • README.md
    9.04 kB
    v0.6: Update model card with corrected evaluation results about 2 months ago
  • adapter_config.json
    1.06 kB
    Upload adapter_config.json with huggingface_hub about 2 months ago
  • adapter_model.safetensors
    533 MB
    xet
    v0.6: +15.2% accuracy with robust extraction (90.2% overall) about 2 months ago
  • added_tokens.json
    707 Bytes
    Upload HyperLLM v0.2 2 months ago
  • chat_template.jinja
    2.63 kB
    Upload HyperLLM v0.2 2 months ago
  • merges.txt
    1.67 MB
    Upload HyperLLM v0.2 2 months ago
  • special_tokens_map.json
    613 Bytes
    Upload HyperLLM v0.2 2 months ago
  • tokenizer.json
    11.4 MB
    xet
    Upload tokenizer.json with huggingface_hub about 2 months ago
  • tokenizer_config.json
    666 Bytes
    Upload tokenizer_config.json with huggingface_hub about 2 months ago
  • training_args.bin
    5.43 kB
    xet
    Upload training_args.bin with huggingface_hub about 2 months ago
  • vocab.json
    2.78 MB
    Upload HyperLLM v0.2 2 months ago