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Davidsv/CosmeticVenture
CosmeticVenture is a machine learning model from Davidsv. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This is a specialized model merge created using MergeKit, combining the French language expertise of Mistral-7B with the business acumen of Zephyr-7B through an advanced SLERP fusion technique with variable interpolat…
Downloads · 30 days
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From the Hugging Face model README
This is a specialized model merge created using MergeKit, combining the French language expertise of Mistral-7B with the business acumen of Zephyr-7B through an advanced SLERP fusion technique with variable interpolation values, optimized for the cosmetic industry.
I'm David Soeiro-Vuong, a third-year Computer Science student working as an apprentice at TW3 Partners, a company specialized in Generative AI. Passionate about artificial intelligence and language models optimization, I focus on creating efficient model merges that balance performance and capabilities.
CosmeticVenture is designed as a specialized LLM for the cosmetic industry, capable of providing expert business guidance for entrepreneurs and professionals in this sector. The model combines Mistral's excellent French language capabilities with Zephyr's business understanding to create a powerful advisor for cosmetic business development.
This model uses SLERP (Spherical Linear Interpolation) with carefully calibrated parameters:
slices:
- sources:
- model: mistralai/Mistral-7B-v0.1
layer_range: [0, 32]
- model: HuggingFaceH4/zephyr-7b-beta
layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
MODEL_NAME: "CosmeticVenture"
This specialized merge combines:
The resulting model is optimized for tasks in the cosmetic business sector, such as:
This interim model will be further enhanced once access to Meta-Llama-3-8B is granted, providing even stronger business reasoning capabilities. The model will also be fine-tuned on a specialized dataset consisting of:
This model is released under the Apache 2.0 license, consistent with the underlying models' licenses.