Sabia 7B by maritaca-ai

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  Arxiv:2304.07880   Autotrain compatible   Endpoints compatible   Has space   Llama   Model-index   Pt   Region:us   Safetensors   Sharded   Tensorflow

Rank the Sabia 7B 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  
Sabia 7B (maritaca-ai/sabia-7b)

Quantized Models of the Sabia 7B

Model
Likes
Downloads
VRAM
Sabia 7B GGUF2662 GB
Sabia 7B GPTQ1313 GB
Sabia 7B AWQ0173 GB

Best Alternatives to Sabia 7B

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HF Rank
Context/RAM
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Likes
Smaugv0.1 3.0bpw H6 EXL260.1195K / 13.9 GB61
Smaugv0.1 4.0bpw H6 EXL260.1195K / 18 GB21
Smaugv0.1 4.65bpw H6 EXL260.1195K / 20.8 GB51
Smaugv0.1 5.0bpw H6 EXL260.1195K / 22.3 GB53
Smaugv0.1 6.0bpw H6 EXL260.1195K / 26.4 GB64
Smaugv0.1 8.0bpw H8 EXL260.1195K / 34.9 GB41
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than maritaca-ai/sabia-7b.

Sabia 7B Parameters and Internals

LLM NameSabia 7B
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM13.5 GB
Updated2024-04-13
Maintainermaritaca-ai
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagespt
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024040901