Mistral 7B Merge 14 V0.3 by EmbeddedLLM

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  Merged Model   Autotrain compatible Base model:arc53/docsgpt-7b-mi... Base model:beowolx/mistralherm... Base model:ehartford/dolphin-2... Base model:ehartford/samantha-... Base model:huggingfaceh4/zephy... Base model:meta-math/metamath-... Base model:mistralai/mistral-7... Base model:mlabonne/neuralherm... Base model:open-orca/mistral-7... Base model:openchat/openchat-3... Base model:sciphi/sciphi-mistr... Base model:teknium/openhermes-... Base model:tiger-lab/mammoth-7... Base model:weyaxi/openhermes-2...   En   Endpoints compatible   Instruct   License:apache-2.0   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Rank the Mistral 7B Merge 14 V0.3 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  
Mistral 7B Merge 14 V0.3 (EmbeddedLLM/Mistral-7B-Merge-14-v0.3)

Best Alternatives to Mistral 7B Merge 14 V0.3

Best Alternatives
HF Rank
Mistral 7B Instruct V0.262.2332K / 14.4 GB25892111839
Bagel 7B V0.4 AWQ60.132K / 4.2 GB180
Bagel DPO 7B V0.4 AWQ60.132K / 4.2 GB140
Mistral 7B Instruct V0.2 Q454.632K /  GB340
Rubra 11B H 5.0bpw EXL254.632K / 1.7 GB101
...ecurity 7B V0.2 3.0bpw H6 EXL254.632K / 3 GB992
Panda 7B V0.1 3.0bpw H6 EXL254.632K / 3 GB150
....2 Neural Story 3.0bpw H6 EXL254.632K / 3 GB140
Metis 0.3 3.0bpw H6 EXL2 254.632K / 3 GB50
...ecurity 7B V0.2 4.0bpw H6 EXL254.632K / 3.9 GB260
Note: green Score (e.g. "73.2") means that the model is better than EmbeddedLLM/Mistral-7B-Merge-14-v0.3.

Mistral 7B Merge 14 V0.3 Parameters and Internals

LLM NameMistral 7B Merge 14 V0.3
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Mistral 7B Instruct V0.2   ehartford/dolphin-2.2.1-mistral-7b   SciPhi Mistral 7B 32K   ehartford/samantha-1.2-mistral-7b   Docsgpt 7B Mistral   Zephyr 7B Beta   MetaMath Mistral 7B   Mistral 7B OpenOrca   Openchat 3.5 1210   MistralHermes CodePro 7B V1   MAmmoTH 7B Mistral   OpenHermes 2.5 Mistral 7B   ...mes 2.5 Neural Chat V3.3 Slerp   NeuralHermes 2.5 Mistral 7B   mistralai/Mistral-7B-Instruct-v0.2   ehartford/dolphin-2.2.1-mistral-7b   SciPhi/SciPhi-Mistral-7B-32k   ehartford/samantha-1.2-mistral-7b   Arc53/docsgpt-7b-mistral   HuggingFaceH4/zephyr-7b-beta   meta-math/MetaMath-Mistral-7B   Open-Orca/Mistral-7B-OpenOrca   openchat/openchat-3.5-1210   beowolx/MistralHermes-CodePro-7B-v1   TIGER-Lab/MAmmoTH-7B-Mistral   teknium/OpenHermes-2.5-Mistral-7B   Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp   mlabonne/NeuralHermes-2.5-Mistral-7B
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Model Typemistral
Model Files  10.0 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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