LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Orca 2 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Orca 2 13B GPTQ   URL Share it on

  50   
  Arxiv:2311.11045   4-bit   Autotrain compatible Base model:microsoft/orca-2-13... Base model:quantized:microsoft...   Gptq   Llama   Microsoft   Orca   Orca2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Orca-2-13B-GPTQ 

Orca 2 13B GPTQ Benchmarks

ARC: 59.81 vs 96.7 (so35)-38.1%
HellaSwag: 79.12 vs 95.3 (gpt4)-17%
MMLU: 59.35 vs 88.3 (so35)-32.8%
TruthfulQA: 55.14 vs 59 (gpt4)-6.5%
WinoGrande: 76.64 vs 87.5 (gpt4)-12.4%
GSM8K: 15.54 vs 96.4 (so35)-83.9%
LLME Score: 0.17277
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca 2 13B GPTQ (TheBloke/Orca-2-13B-GPTQ)

Orca 2 13B GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
research
Limitations:
Orca 2 retains limitations such as data biases, lack of contextual understanding, and potential for misuse
Additional Notes 
The model is optimized for reasoning tasks and evaluated on various tasks ranging from reasoning to grounding and safety.
Training Details 
Model Architecture:
Finetuned version of LLAMA-2
LLM NameOrca 2 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Orca-2-13B-GPTQ 
Model NameOrca 2 13B
Model CreatorMicrosoft
Base Model(s)  Orca 2 13B   microsoft/Orca-2-13b
Model Size13b
Required VRAM7.3 GB
Updated2025-02-06
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32003
Torch Data Typefloat16

Best Alternatives to Orca 2 13B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 13B 128K GPTQ128K / 7.3 GB1616
LongAlign 13B 64K GPTQ64K / 7.3 GB211
...boros L2 13B 2 1 YaRN 64K GPTQ64K / 7.3 GB183
Yarn Llama 2 13B 64K GPTQ64K / 7.3 GB101
OrcaMaid V3 13B 32K GPTQ32K / 7.3 GB293
OrcaMaid V2 FIX 13B 32K GPTQ32K / 7.3 GB174
EverythingLM 13B 16K GPTQ16K / 7.3 GB1713
Tinybra 13B GPTQ 32g 4BIT16K / 8 GB61
Tinybra 13B GPTQ 4BIT16K / 7 GB640
WhiteRabbitNeo 13B GPTQ16K / 7.3 GB114

Rank the Orca 2 13B GPTQ 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  

What open-source LLMs or SLMs are you in search of? 42625 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer