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Mistral 7B Instruct V0.1 GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Conversational   Finetuned   Gptq   Instruct   Mistral   Quantized   Region:us   Safetensors

Mistral 7B Instruct V0.1 GPTQ Benchmarks

LLME Score: 0.24908
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Instruct V0.1 GPTQ Parameters and Internals

Model Type 
mistral
Additional Notes 
It does not have any moderation mechanisms.
Training Details 
Methodology:
instruct fine-tuning using a variety of publicly available conversation datasets.
Model Architecture:
Based on Mistral-7B-v0.1 with architecture choices: Grouped-Query Attention, Sliding-Window Attention, Byte-fallback BPE tokenizer.
Input Output 
Input Format:
~~[INST] {prompt} [/INST]
LLM NameMistral 7B Instruct V0.1 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.1-GPTQ 
Model NameMistral 7B Instruct v0.1
Model CreatorMistral AI
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.1   mistralai/Mistral-7B-Instruct-v0.1
Model Size7b
Required VRAM4.2 GB
Updated2024-11-21
MaintainerTheBloke
Model Typemistral
Instruction-BasedYes
Model Files  4.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Mistral 7B Instruct V0.1 GPTQ (TheBloke/Mistral-7B-Instruct-v0.1-GPTQ)

Quantized Models of the Mistral 7B Instruct V0.1 GPTQ

Model
Likes
Downloads
VRAM
Mistral Finetuned DialogSumm1160 GB

Best Alternatives to Mistral 7B Instruct V0.1 GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB46032250
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB74050
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB375215
...tral 7B Instruct 32K GPTQ INT832K / 7.7 GB151
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB60
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB50
...stral 7B Instruct V0.3 GPTQ 8B32K / 7.7 GB160
...stral 7B Instruct V0.3 GPTQ 4B32K / 4.2 GB50
...nstruct V0.2 Neural Story GPTQ32K / 4.6 GB21
Breeze 7B Instruct V0.1 GPTQ32K / 4.7 GB62
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Mistral-7B-Instruct-v0.1-GPTQ.

Rank the Mistral 7B Instruct V0.1 GPTQ 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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Release v20241110
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