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QCammel 13 by augtoma

 »  All LLMs  »  augtoma  »  QCammel 13   URL Share it on

  1937   
  Arxiv:2302.13971   Arxiv:2305.12031   Arxiv:2305.14314   Autotrain compatible   En   Llama   Llama2   Pytorch   Qcammel-13   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/augtoma/qCammel-13 

QCammel 13 Benchmarks

ARC: 60.84 vs 96.7 (so35)-37.1%
HellaSwag: 83.66 vs 95.3 (gpt4)-12.2%
MMLU: 56.73 vs 88.3 (so35)-35.8%
TruthfulQA: 47.54 vs 59 (gpt4)-19.4%
WinoGrande: 76.16 vs 87.5 (gpt4)-13%
GSM8K: 11.37 vs 96.4 (so35)-88.2%
LLME Score: 0.14045
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QCammel 13 (augtoma/qCammel-13)
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QCammel 13 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
academic medical knowledge, instruction-following
Additional Notes 
The model is optimized for academic medical knowledge and instruction-following capabilities.
Supported Languages 
en (proficient)
Training Details 
Data Volume:
15,000 instructions
Methodology:
Fine-tuned using QLoRA
Model Architecture:
Auto-regressive language model, decoder only transformer
Input Output 
Input Format:
text only
Accepted Modalities:
text
Output Format:
text only
LLM NameQCammel 13
Repository 🤗https://huggingface.co/augtoma/qCammel-13 
Required VRAM26 GB
Updated2025-08-23
Maintaineraugtoma
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the QCammel 13

Model
Likes
Downloads
VRAM
QCammel 13 AWQ177 GB
QCammel 13 GGUF3675 GB
QCammel 13 GGML825 GB
QCammel 13 GPTQ3167 GB

Best Alternatives to QCammel 13

Best Alternatives
Context / RAM
Downloads
Likes
LWM Text 512K512K / 13.5 GB92
LWM Text Chat 512K512K / 13.5 GB72
LWM Text Chat 256K256K / 13.5 GB93
LWM Text 256K256K / 13.5 GB83
Pallas 0.5 LASER 0.1195K / 68.9 GB19932
Orpheus AUS128K /  GB160
Finetuning Health Ci128K / 6.5 GB102
Ukr Synth Phi 3.5128K / 7.6 GB50
WizardLM Phi 3.5128K / 7.6 GB50
Ashley3b X 1.2128K / 6.5 GB250
Note: green Score (e.g. "73.2") means that the model is better than augtoma/qCammel-13.

Rank the QCammel 13 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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