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Sydney Overthinker 13B HF by FPHam

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Sydney Overthinker 13B HF is an open-source language model by FPHam. Features: 13b LLM, VRAM: 26GB, Context: 4K, License: llama2, HF Score: 54.9, LLM Explorer Score: 0.14, Arc: 59, HellaSwag: 80.9, MMLU: 51.3, TruthfulQA: 45.7, WinoGrande: 74, GSM8K: 18.9.

  Endpoints compatible   Grammar   Llama   Region:us   Safetensors   Sharded   Spellcheck   Tensorflow
Model Card on HF 🤗: https://huggingface.co/FPHam/Sydney_Overthinker_13b_HF 

Sydney Overthinker 13b HF Benchmarks

ARC: 58.96 vs 96.7 (so35)-39%
HellaSwag: 80.85 vs 95.3 (gpt4)-15.2%
MMLU: 51.28 vs 88.3 (so35)-41.9%
TruthfulQA: 45.7 vs 59 (gpt4)-22.5%
WinoGrande: 73.95 vs 87.5 (gpt4)-15.5%
GSM8K: 18.88 vs 96.4 (so35)-80.4%
LLME Score: 0.14462
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sydney Overthinker 13B HF (FPHam/Sydney_Overthinker_13b_HF)
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Sydney Overthinker 13B HF Parameters and Internals

Model Type 
llm, spellcheck, grammar
Additional Notes 
Model inspired by the Riddles dataset to enable over-analytical and question-driven interaction.
Training Details 
Data Sources:
Riddles data set
Methodology:
Standard Alpaca
LLM NameSydney Overthinker 13b HF
Repository 🤗https://huggingface.co/FPHam/Sydney_Overthinker_13b_HF 
Model Size13b
Required VRAM26 GB
Updated2026-01-26
MaintainerFPHam
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Sydney Overthinker 13B HF

Model
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VRAM
Sydney Overthinker 13B GGUF21505 GB
Sydney Overthinker 13B AWQ1127 GB
Sydney Overthinker 13B GPTQ067 GB

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Rank the Sydney Overthinker 13B HF Capabilities

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Instruction Following and Task Automation  
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