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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 vs 96.7 (so35)-35.9%
HellaSwag: 82.27 vs 95.3 (gpt4)-13.7%
MMLU: 57.71 vs 88.3 (so35)-34.6%
TruthfulQA: 49.61 vs 59 (gpt4)-15.9%
WinoGrande: 76.87 vs 87.5 (gpt4)-12.1%
GSM8K: 13.8 vs 96.4 (so35)-85.7%
LLME Score: 0.21412
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

StableBeluga 13B Parameters and Internals

LLM NameStableBeluga 13B
Repository 🤗https://huggingface.co/stabilityai/StableBeluga-13B 
Model Size13b
Required VRAM26 GB
Updated2024-09-08
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 GPT0127 GB
StableBeluga 13B GGUF33285 GB
StableBeluga 13B AWQ287 GB
StableBeluga 13B GPTQ33537 GB
StableBeluga 13B GGML3465 GB

Best Alternatives to StableBeluga 13B

Best Alternatives
Context / RAM
Downloads
Likes
Luminaura RP 13B128K / 26 GB50
Yarn Llama 2 13B 128K128K / 26 GB201113
Agent Llama2 13B 80K80K / 26.4 GB70
Chat Llama2 13B 80K80K / 52.8 GB100
LongAlign 13B 64K64K / 26 GB612
LongAlign 13B 64K Base64K / 26 GB53
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB134
Openbuddy Llama2 13b64k V1564K / 26.1 GB91
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB207
Yarn Llama 2 13B 64K64K / 26 GB1018
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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