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StableBeluga 13B by stabilityai

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  Arxiv:2306.02707   Arxiv:2307.09288   Autotrain compatible Dataset:conceptofmind/cot subm... Dataset:conceptofmind/flan2021... Dataset:conceptofmind/niv2 sub... Dataset:conceptofmind/t0 submi...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

StableBeluga 13B Benchmarks

ARC: 62.03-35.6%
HellaSwag: 82.27-13.7%
MMLU: 57.71-33.3%
TruthfulQA: 49.61-15.9%
WinoGrande: 76.87-12.1%
GSM8K: 13.8-85%
nn.n% — How the model compares to the GPT-4.

StableBeluga 13B Parameters and Internals

LLM NameStableBeluga 13B
RepositoryOpen on 🤗 
Model Size13b
Required VRAM26 GB
Updated2024-07-27
Maintainerstabilityai
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
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
StableBeluga 13B (stabilityai/StableBeluga-13B)

Quantized Models of the StableBeluga 13B

Model
Likes
Downloads
VRAM
StableBeluga 13B GPT097 GB
StableBeluga 13B GGUF33825 GB
StableBeluga 13B AWQ277 GB
StableBeluga 13B GPTQ33497 GB
StableBeluga 13B GGML34145 GB

Best Alternatives to StableBeluga 13B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Luminaura RP 13B0.2128K / 26 GB70
Yarn Llama 2 13B 128K0.2128K / 26 GB57113
Agent Llama2 13B 80K0.280K / 26.4 GB70
Chat Llama2 13B 80K0.280K / 52.8 GB80
LongAlign 13B 64K0.264K / 26 GB9612
LongAlign 13B 64K Base0.264K / 26 GB113
Openbuddy Llama2 13B V15p1 64K0.264K / 26.1 GB104
Openbuddy Llama2 13b64k V150.264K / 26.1 GB111
Yarn Llama 2 13B 64K0.264K / 26 GB3218
Airoboros L2 13B 2.1 YaRN 64K0.264K / 26 GB127
Note: green Score (e.g. "73.2") means that the model is better than stabilityai/StableBeluga-13B.

Rank the StableBeluga 13B Capabilities

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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 v2024072501
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