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Saiga Mistral 7B Merged by IlyaGusev

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  Autotrain compatible Dataset:ilyagusev/oasst1 ru ma... Dataset:ilyagusev/ru sharegpt ... Dataset:ilyagusev/ru turbo alp... Dataset:ilyagusev/ru turbo sai...   Dataset:lksy/ru instruct gpt4   Endpoints compatible   Instruct   Mistral   Pytorch   Region:us   Ru   Sharded
Model Card on HF 🤗: https://huggingface.co/IlyaGusev/saiga_mistral_7b_merged 

Saiga Mistral 7b Merged Benchmarks

LLME Score: 0.1504
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Saiga Mistral 7B Merged (IlyaGusev/saiga_mistral_7b_merged)

Saiga Mistral 7B Merged Parameters and Internals

Additional Notes 
Merged version of saiga_mistral_7b_lora. Available GGUF version by IlyaGusev and quantizations by TheBloke, including GGUF, AWQ, and GPTQ.
Supported Languages 
primary (ru)
Training Details 
Data Sources:
IlyaGusev/ru_turbo_saiga, IlyaGusev/ru_sharegpt_cleaned, IlyaGusev/oasst1_ru_main_branch, IlyaGusev/ru_turbo_alpaca_evol_instruct, lksy/ru_instruct_gpt4
LLM NameSaiga Mistral 7b Merged
Repository 🤗https://huggingface.co/IlyaGusev/saiga_mistral_7b_merged 
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
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

Quantized Models of the Saiga Mistral 7B Merged

Model
Likes
Downloads
VRAM
Saiga Mistral 7b GGUF174943 GB
Saiga Mistral 7b GPTQ83374 GB
Saiga Mistral 7b AWQ31034 GB

Best Alternatives to Saiga Mistral 7B Merged

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB120
...1 Summarize 64K LoRANET Merged128K / 14.4 GB110
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB1916301573
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37505
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB37063
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 v20241227
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