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Power WizardLM 2 13B by refine-ai

 »  All LLMs  »  refine-ai  »  Power WizardLM 2 13B   URL Share it on

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  Merged Model   Autotrain compatible   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow   Wizardlm   Wizardlm2
Model Card on HF 🤗: https://huggingface.co/refine-ai/Power-WizardLM-2-13b 

Power WizardLM 2 13B Benchmarks

ARC: 60.49 vs 96.7 (so35)-37.4%
HellaSwag: 83.83 vs 95.3 (gpt4)-12%
MMLU: 61.59 vs 88.3 (so35)-30.2%
TruthfulQA: 56.52 vs 59 (gpt4)-4.2%
WinoGrande: 72.93 vs 87.5 (gpt4)-16.7%
GSM8K: 24.94 vs 96.4 (so35)-74.1%
LLME Score: 0.21584
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Power WizardLM 2 13B (refine-ai/Power-WizardLM-2-13b)

Power WizardLM 2 13B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation
Training Details 
Data Sources:
dreamgen/WizardLM-2-7B used for merging multiple ranges
Methodology:
LazyMergekit used for model merging
Model Architecture:
A merge of WizardLM models with layer slicing
Input Output 
Accepted Modalities:
text
LLM NamePower WizardLM 2 13B
Repository 🤗https://huggingface.co/refine-ai/Power-WizardLM-2-13b 
Merged ModelYes
Model Size13b
Required VRAM25 GB
Updated2024-12-22
Maintainerrefine-ai
Model Typemistral
Model Files  2.0 GB: 1-of-13   2.0 GB: 2-of-13   1.9 GB: 3-of-13   2.0 GB: 4-of-13   2.0 GB: 5-of-13   1.9 GB: 6-of-13   2.0 GB: 7-of-13   2.0 GB: 8-of-13   1.9 GB: 9-of-13   2.0 GB: 10-of-13   1.9 GB: 11-of-13   2.0 GB: 12-of-13   1.4 GB: 13-of-13
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Pandora 13B V132K / 24.9 GB10970
Pandora V1 13B32K / 24.9 GB163
BigMistral 13B GLUED32K / 26.6 GB141
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...stral 13B DARE Blended FAILURE32K / 26.7 GB160
...stral 13B DARE Blended FAILURE32K / 26.7 GB150
Note: green Score (e.g. "73.2") means that the model is better than refine-ai/Power-WizardLM-2-13b.

Rank the Power WizardLM 2 13B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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