Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

PursuitOfDataScience
/
Muse-Glimmer-30B-ToolCall-LoRA

Text Generation
PEFT
Safetensors
lora
tool-calling
function-calling
agentic
muse-glimmer
Model card Files Files and versions
xet
Community

Instructions to use PursuitOfDataScience/Muse-Glimmer-30B-ToolCall-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use PursuitOfDataScience/Muse-Glimmer-30B-ToolCall-LoRA with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("<local-path>")
    model = PeftModel.from_pretrained(base_model, "PursuitOfDataScience/Muse-Glimmer-30B-ToolCall-LoRA")
  • Notebooks
  • Google Colab
  • Kaggle
Muse-Glimmer-30B-ToolCall-LoRA / benchmarks
266 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
PursuitOfDataScience's picture
PursuitOfDataScience
Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001)
630c0ff verified 22 days ago
  • bench_base_bfcl.json
    58.5 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_base_gsm8k.json
    24.4 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_base_mmlu.json
    9.05 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_base_toucan.json
    40.9 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_lora_bfcl.json
    58.6 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_lora_gsm8k.json
    24.4 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_lora_mmlu.json
    9.05 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago
  • bench_lora_toucan.json
    40.9 kB
    Agentic tool-calling LoRA: +4.0pp BFCL AST accuracy out-of-distribution, +14pp GSM8K (p<0.0001) 22 days ago