NeuralMonarch 7B by mlabonne

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  Autotrain compatible   Base model:mlabonne/monarch-7b   Conversational   Dpo   En   Endpoints compatible   Lazymergekit   License:cc-by-nc-4.0   Merge   Mistral   Model-index   Region:us   Rlhf   Safetensors   Sharded   Tensorflow

NeuralMonarch 7B Benchmarks

NeuralMonarch 7B Parameters and Internals

LLM NameNeuralMonarch 7B
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Monarch 7B   mlabonne/Monarch-7B
Model Size7b
Required VRAM14.4 GB
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.38.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16
NeuralMonarch 7B (mlabonne/NeuralMonarch-7B)

Quantized Models of the NeuralMonarch 7B

AlphaMonarch 7B 2bit HQQ872 GB
AlphaMonarch 7B AWQ164 GB
AlphaMonarch 7B GPTQ384 GB
AlphaMonarch 7B AWQ274 GB

Best Alternatives to NeuralMonarch 7B

Best Alternatives
HF Rank
MegaBeam Mistral 7B 300K0.3282K / 14.4 GB209215
Hebrew Mistral 7B 200K0.3256K / 30 GB182614
Astral 256K 7B V20.2250K / 14.4 GB3010
Astral 256K 7B0.2250K / 14.4 GB2930
Buddhi 128K Chat 7B0.3128K / 14.4 GB90114
LuminRP 7B 128K V0.20.3128K / 14.4 GB3950
...1 Summarize 64K LoRANET Merged0.3128K / 14.4 GB2910
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB100
LuminRP 7B 128K V0.50.2128K / 14.5 GB121
...PO DPO Binarized NeuralTrix 7B0.2128K / 14.4 GB4323
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/NeuralMonarch-7B.

Rank the NeuralMonarch 7B 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