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Saiga Mistral 7B Merged by IlyaGusev

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Saiga Mistral 7B Merged Parameters and Internals

LLM NameSaiga Mistral 7b Merged
RepositoryOpen on 🤗 
Model Size7b
Required VRAM14.4 GB
Updated2024-07-27
MaintainerIlyaGusev
Model Typemistral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesru
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32002
Torch Data Typebfloat16
Saiga Mistral 7B Merged (IlyaGusev/saiga_mistral_7b_merged)

Quantized Models of the Saiga Mistral 7B Merged

Model
Likes
Downloads
VRAM
Saiga Mistral 7b GGUF175243 GB
Saiga Mistral 7b AWQ31424 GB
Saiga Mistral 7b GPTQ51064 GB

Best Alternatives to Saiga Mistral 7B Merged

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2320
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
Mistral 7B Instruct V0.10.532K / 14.4 GB4256091476
...ty Instruct 3M 0613 Mistral 7B0.432K / 14.4 GB4409
Dolphin 2.8 Mistral 7B V020.332K / 14.4 GB773202
Vikhr 7B Instruct 0.40.332K / 15.2 GB3823726
...aul Dolphin Beagle Breadcrumbs0.332K / 14.5 GB21120
Oumuamua 7B Instruct V20.332K / 14.7 GB62122
Configurable Mistral 7B0.332K / 14.4 GB41561
Breeze 7B Instruct V1.00.332K / 15 GB873044
Note: green Score (e.g. "73.2") means that the model is better than IlyaGusev/saiga_mistral_7b_merged.

Rank the Saiga Mistral 7B Merged 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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