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manifesta
/
adaption_verified_math_code_instruct

Image-Text-to-Text
PEFT
Safetensors
English
gemma4
lora
adapter
math
code
reasoning
step-by-step
verified-data
autoscientist
adaption
negative-result
conversational
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use manifesta/adaption_verified_math_code_instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use manifesta/adaption_verified_math_code_instruct with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("google/gemma-4-31B-it")
    model = PeftModel.from_pretrained(base_model, "manifesta/adaption_verified_math_code_instruct")
  • Notebooks
  • Google Colab
  • Kaggle
adaption_verified_math_code_instruct
76.6 MB
Ctrl+K
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  • 1 contributor
History: 11 commits
manifesta's picture
manifesta
Link The Verdict write-up
ae9cfa3 verified 1 day ago
  • assets
    Add assets/autoscientist_win_rates.png 2 days ago
  • .gitattributes
    1.57 kB
    Add 11 files 2 days ago
  • README.md
    23.2 kB
    Link The Verdict write-up 1 day ago
  • adapter_config.json
    772 Bytes
    Add 11 files 2 days ago
  • adapter_model.safetensors
    43.9 MB
    xet
    Add 11 files 2 days ago
  • chat_template.jinja
    16.4 kB
    Add 11 files 2 days ago
  • config.json
    4.73 kB
    Add 11 files 2 days ago
  • special_tokens_map.json
    644 Bytes
    Add 11 files 2 days ago
  • tokenizer.json
    32.2 MB
    xet
    Add 11 files 2 days ago
  • tokenizer_config.json
    2.72 kB
    Add 11 files 2 days ago
  • trainer_state.json
    12.3 kB
    Add 11 files 2 days ago
  • training-metrics.png
    72.6 kB
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  • win-rates.png
    25 kB
    Add 11 files 2 days ago