NeuralTrix 7B DPO Laser by Kquant03

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  Aimavenai/aimaven-prometheus   Autotrain compatible Base model:aimavenai/aimaven-p... Base model:flemmingmiguel/mbx-... Base model:mlabonne/omnibeagle...   Endpoints compatible   Flemmingmiguel/mbx-7b-v3   Lazymergekit   License:apache-2.0   Merge   Mergekit   Mistral   Mlabonne/omnibeagle-7b   Pytorch   Region:us   Sharded

NeuralTrix 7B DPO Laser Benchmarks

NeuralTrix 7B DPO Laser Parameters and Internals

LLM NameNeuralTrix 7B DPO Laser
RepositoryOpen on ๐Ÿค— 
Base Model(s)  OmniBeagle 7B   MBX 7B V3   AiMaven Prometheus   mlabonne/OmniBeagle-7B   flemmingmiguel/MBX-7B-v3   AiMavenAi/AiMaven-Prometheus
Model Size7b
Required VRAM14.4 GB
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
NeuralTrix 7B DPO Laser (Kquant03/NeuralTrix-7B-dpo-laser)

Best Alternatives to NeuralTrix 7B DPO Laser

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 Kquant03/NeuralTrix-7B-dpo-laser.

Rank the NeuralTrix 7B DPO Laser Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601