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13B Thorns L2 by CalderaAI

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Model Card on HF 🤗: https://huggingface.co/CalderaAI/13B-Thorns-l2 

13B Thorns L2 Benchmarks

ARC: 62.88 vs 96.7 (so35)-35%
HellaSwag: 83.57 vs 95.3 (gpt4)-12.3%
MMLU: 56.95 vs 88.3 (so35)-35.5%
TruthfulQA: 49.52 vs 59 (gpt4)-16.1%
WinoGrande: 74.51 vs 87.5 (gpt4)-14.8%
GSM8K: 0.91 vs 96.4 (so35)-99.1%
LLME Score: 0.14551
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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13B Thorns L2 Parameters and Internals

Model Type 
Instruct-based Ensemble
Additional Notes 
This model is a research artifact intended for responsible use. It may generate offensive and misleading content.
Training Details 
Methodology:
Spherical Linear Interpolation (SLERP) merging method
LLM Name13B Thorns L2
Repository 🤗https://huggingface.co/CalderaAI/13B-Thorns-l2 
Model Size13b
Required VRAM26 GB
Updated2025-06-09
MaintainerCalderaAI
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32032
Torch Data Typefloat16
13B Thorns L2 (CalderaAI/13B-Thorns-l2)

Quantized Models of the 13B Thorns L2

Model
Likes
Downloads
VRAM
13B Thorns L2 GGUF21755 GB
13B Thorns L2 AWQ2227 GB
13B Thorns L2 GPTQ5257 GB

Best Alternatives to 13B Thorns L2

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Likes
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LongAlign 13B 64K64K / 26 GB2113
LongAlign 13B 64K Base64K / 26 GB303
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB164
Openbuddy Llama2 13b64k V1564K / 26.1 GB141
Yarn Llama 2 13B 64K64K / 26 GB100217
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB297
Note: green Score (e.g. "73.2") means that the model is better than CalderaAI/13B-Thorns-l2.

Rank the 13B Thorns L2 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 v20241124
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