ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B is a cutting-edge merged model that blends the best features of two highly optimized architectures to create an advanced, adaptive, and powerful model. Whether for scientific research, complex instruction-following, or immersive roleplay scenarios, this model excels at every task it’s thrown into.
This model is a merger of the following:
These parent models are themselves the result of complex merges of various high-performance models, making ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B a super hybrid capable of handling diverse tasks with efficiency and finesse.
View the ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B Model Family Genealogy
This image represents the complex lineage of our model, showcasing its rich heritage and the diverse range of capabilities it inherits from its ancestors.
Merged using the TIES merge method, this model utilizes unsloth/Meta-Llama-3.1-8B as its base, combining:
This merge incorporates:
Further contributors include ResplendentAI/Smarts_Llama3 and djuna/L3.1-Suze-Vume-2-calc, making this model highly adaptable to a broad range of applications.
The model was merged using the della merge method with kromeurus/L3.1-Aglow-Vulca-v0.1-8B as the base. This method, combined with the following models, ensures both precision and adaptability:
The merging process used advanced methods to ensure smooth integration and consistent performance across various tasks:
slices:
- sources:
- model: kotyKD/Llama3.1-Hermes3-SuperNovaLite-merged-with-base-8B
layer_range: [0, 32]
- model: djuna/L3.1-Purosani-2-8B
layer_range: [0, 32]
merge_method: slerp
base_model: djuna/L3.1-Purosani-2-8B
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
ZeroXClem/Llama3.1-Hermes3-SuperNova-8B-L3.1-Purosani-2-8B has been optimized for extended roleplay support, making it an exceptional choice for interactive storytelling and deep character development. With its ability to understand long-form context and generate cohesive responses over extensive interactions, this model excels in:
With models like THUDM/LongWriter-llama3.1-8B contributing their expertise, this model is perfect for generating long-form narratives while maintaining coherence and creativity.
Combining the capabilities of Hermes and SuperNovaLite, this model can efficiently follow detailed instructions, making it ideal for:
Distilled models like SuperNovaLite ensure that this model delivers high performance without the extensive resource requirements of larger models.
This model is open-sourced under the Apache-2.0 License, allowing others to use and modify it freely, as long as they give proper attribution.
mergemergekitHermes3SuperNovaLitePurosaniLlama3.1instruction-followinglong-form-generationroleplaystorytellingmodel-00002-of-00017.safetensors 1.1 GBmodel-00001-of-00017.safetensors 1.1 GBmodel-00005-of-00017.safetensors 998 MBmodel-00009-of-00017.safetensors 998 MBmodel-00013-of-00017.safetensors 998 MBmodel-00003-of-00017.safetensors 990 MBmodel-00004-of-00017.safetensors 990 MBmodel-00007-of-00017.safetensors 990 MBmodel-00011-of-00017.safetensors 990 MBmodel-00012-of-00017.safetensors 990 MBmodel-00008-of-00017.safetensors 990 MBmodel-00015-of-00017.safetensors 990 MBmodel-00016-of-00017.safetensors 990 MBmodel-00006-of-00017.safetensors 948 MBmodel-00010-of-00017.safetensors 948 MBmodel-00014-of-00017.safetensors 948 MBmodel-00017-of-00017.safetensors 201 MBdjuna/L3.1-Purosani-2-8BHave the files? Submit a torrent.
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