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Hammer2.0 7B by MadeAgents

 »  All LLMs  »  MadeAgents  »  Hammer2.0 7B   URL Share it on

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  Merged Model   Arxiv:2410.04587 Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Codegen Dataset:madeagents/xlam-irrele... Dataset:salesforce/xlam-functi...   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MadeAgents/Hammer2.0-7b 

Hammer2.0 7B Benchmarks

LLME Score: 0.26102
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hammer2.0 7B (MadeAgents/Hammer2.0-7b)

Hammer2.0 7B Parameters and Internals

Model Type 
Function Calling, On-Device Language Models
Use Cases 
Areas:
Research, Commercial Applications
Additional Notes 
Lightweight Hammer 2.0 models include versions with 0.5B, 1.5B, 3B, and 7B parameters.
Training Details 
Data Sources:
Salesforce/xlam-function-calling-60k, MadeAgents/xlam-irrelevance-7.5k
Methodology:
Function masking techniques
LLM NameHammer2.0 7B
Repository 🤗https://huggingface.co/MadeAgents/Hammer2.0-7b 
Base Model(s)  Qwen/Qwen2.5-Coder-7B-Instruct   Qwen/Qwen2.5-Coder-7B-Instruct
Merged ModelYes
Model Size7b
Required VRAM15.2 GB
Updated2024-12-22
MaintainerMadeAgents
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licensecc-by-4.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151665
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Hammer2.0 7B

Best Alternatives
Context / RAM
Downloads
Likes
StockQwen 2.5 7B128K / 15.2 GB972
Qwen2.5 Coder 7B Instruct32K / 15.2 GB164358364
Qwen2.5 Coder 7B Instruct Ties32K / 15.2 GB3120
MilkDropLM 7B V0.332K / 15.2 GB4511
Qwen2.5 Coder 7B Instruct32K / 15.3 GB37344
Rombos Coder V2.5 Qwen 7B32K / 15.2 GB2223
Arch Function 7B32K / 15.2 GB2385
...en2 Coder7b Reflct Adamw Iter132K / 15.2 GB910
...2.5 Coder 7B Instruct 2024110632K / 15.2 GB503
...der 7B Chat Instruct TIES V1.232K / 15.4 GB271
Note: green Score (e.g. "73.2") means that the model is better than MadeAgents/Hammer2.0-7b.

Rank the Hammer2.0 7B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241217
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