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Velara 11B V2 by Delcos

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  Autotrain compatible   Conversational   En   Endpoints compatible   Llama2   Mistral   Region:us   Safetensors   Sharded   Starling   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Delcos/Velara-11B-V2 

Velara 11B V2 Benchmarks

ARC: 63.82 vs 96.7 (so35)-34%
HellaSwag: 85.85 vs 95.3 (gpt4)-9.9%
MMLU: 63.62 vs 88.3 (so35)-28%
TruthfulQA: 58.83 vs 59 (gpt4)-0.3%
WinoGrande: 77.82 vs 87.5 (gpt4)-11.1%
GSM8K: 43.37 vs 96.4 (so35)-55%
LLME Score: 0.19339
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Velara 11B V2 (Delcos/Velara-11B-V2)

Velara 11B V2 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
assistant chat models
Primary Use Cases:
personal assistant, conversation engagement
Limitations:
Model responses require prompt fidelity for accuracy.
Considerations:
Ensure prompts align with desired conversation flow.
Additional Notes 
Focus on character consistency and avoiding generic responses. Recommended settings for optimal interaction are provided.
Supported Languages 
en (primary)
LLM NameVelara 11B V2
Repository 🤗https://huggingface.co/Delcos/Velara-11B-V2 
Model Size11b
Required VRAM22.7 GB
Updated2025-02-22
MaintainerDelcos
Model Typemistral
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   2.9 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-nd-4.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Velara 11B V2

Model
Likes
Downloads
VRAM
Velara 11B V2 GGUF72014 GB
Velara 11B V2 AWQ3716 GB
Velara 11B V2 GPTQ1436 GB

Best Alternatives to Velara 11B V2

Best Alternatives
Context / RAM
Downloads
Likes
Normistral 11B Warm1000K / 22.9 GB4235
Starling LM 11B Alpha32K / 21.4 GB179213
...elik V2.3 Instruct MedIT Merge32K / 22.3 GB8501
...elik V2.3 Instruct Llama Prune32K / 15.4 GB8410
CarbonBeagle 11B Truthy32K / 21.4 GB1341910
ConfigurableBeagle 11B32K / 21.4 GB54263
CarbonBeagle 11B32K / 21.4 GB53559
Alphacode MALI 11B Slowtest32K / 21.8 GB20190
Alphacode MALI 11B32K / 21.8 GB20221
Mistral 11B Miniplatypus32K / 21.5 GB80
Note: green Score (e.g. "73.2") means that the model is better than Delcos/Velara-11B-V2.

Rank the Velara 11B V2 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 v20241227
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