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13B Thorns L2 by CalderaAI

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13B Thorns L2 is an open-source language model by CalderaAI. Features: 13b LLM, VRAM: 26GB, Context: 4K, HF Score: 54.7, LLM Explorer Score: 0.13, Arc: 62.9, HellaSwag: 83.6, MMLU: 57, TruthfulQA: 49.5, WinoGrande: 74.5, GSM8K: 0.9.

  Alpaca   Autotrain compatible   Cot   Endpoints compatible   Llama   Merge   Mix   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Uncensored   Vicuna
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: 0.13374
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
13B Thorns L2 (CalderaAI/13B-Thorns-l2)
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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
Updated2025-09-23
MaintainerCalderaAI
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   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

Quantized Models of the 13B Thorns L2

Model
Likes
Downloads
VRAM
13B Thorns L2 GGUF21585 GB
13B Thorns L2 AWQ247 GB
13B Thorns L2 GPTQ5127 GB

Best Alternatives to 13B Thorns L2

Best Alternatives
Context / RAM
Downloads
Likes
Luminaura RP 13B128K / 26 GB50
Yarn Llama 2 13B 128K128K / 26 GB300112
Agent Llama2 13B 80K80K / 26.4 GB50
Chat Llama2 13B 80K80K / 52.8 GB50
LongAlign 13B 64K64K / 26 GB1713
LongAlign 13B 64K64K / 26 GB1113
LongAlign 13B 64K Base64K / 26 GB113
LongAlign 13B 64K Base64K / 26 GB63
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB52
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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