AI M3 10.7Bv2 by sydonayrex

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  Merged Model   Autotrain compatible Base model:mistralai/mistral-7...   Conversational   Endpoints compatible   Instruct   License:apache-2.0   Mistral Mistralai/mistral-7b-instruct-...   Region:us   Safetensors   Sharded   Tensorflow

AI M3 10.7Bv2 Parameters and Internals

LLM NameAI M3 10.7Bv2
RepositoryOpen on ๐Ÿค— 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Merged ModelYes
Model Size7b
Required VRAM21.5 GB
Model Typemistral
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   5.0 GB: 4-of-5   1.6 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typefloat16
AI M3 10.7Bv2 (sydonayrex/AI-M3-10.7Bv2)

Quantized Models of the AI M3 10.7Bv2

Barely Regal 10.7B GGUF0236 GB

Best Alternatives to AI M3 10.7Bv2

Best Alternatives
HF Rank
...1 Summarize 64K LoRANET Merged0.3128K / 14.4 GB3010
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB100
Mistral 7B Instruct V0.10.532K / 14.4 GB4410581470
Dolphin 2.8 Mistral 7B V020.332K / 14.4 GB747202
Vikhr 7B Instruct 0.40.332K / 15.2 GB1760526
...aul Dolphin Beagle Breadcrumbs0.332K / 14.5 GB20180
Breeze 7B Instruct V1.00.332K / 15 GB817144
Configurable Mistral 7B0.332K / 14.4 GB35521
ConvAI 9B V20.332K / 35.4 GB3861
...ty Instruct 3M 0613 Mistral 7B0.332K / 14.4 GB5259
Note: green Score (e.g. "73.2") means that the model is better than sydonayrex/AI-M3-10.7Bv2.

Rank the AI M3 10.7Bv2 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 v2024071601