diff --git a/gallery/index.yaml b/gallery/index.yaml index ea8e544a..6be00b80 100644 --- a/gallery/index.yaml +++ b/gallery/index.yaml @@ -1404,6 +1404,29 @@ - filename: Athene-V2-Chat-Q4_K_M.gguf sha256: bda8b784ad55982891e5aa69b08ce4030c91a2e28ad9c4c35284d45d3c7aeb16 uri: huggingface://bartowski/Athene-V2-Chat-GGUF/Athene-V2-Chat-Q4_K_M.gguf +- !!merge <<: *qwen25 + name: "qwen2.5-7b-nerd-uncensored-v1.7" + urls: + - https://huggingface.co/jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.7 + - https://huggingface.co/mradermacher/Qwen2.5-7B-nerd-uncensored-v1.7-GGUF + description: | + Model created by analyzing and selecting the optimal layers from other Qwen2.5-7B models based on their dimensional utilization efficiency, measured by the Normalized Effective Rank (NER). Computed like: + Input: Weight matrix for each model layer + Compute singular values σᵢ where σᵢ ≥ 0 # σᵢ represents the importance of each dimension + Filter values above numerical threshold (>1e-12) + Sum all singular values: S = Σσᵢ # S acts as normalization factor + Create probability distribution: pᵢ = σᵢ/S # converts singular values to probabilities summing to 1 + Compute Shannon entropy: H = -Σ(pᵢ * log₂(pᵢ)) # measures information content + Calculate maximum possible entropy: H_max = log₂(n) + Final NER score = H/H_max # normalizes score to [0,1] range + Results in value between 0 and 1 for each model layer + overrides: + parameters: + model: Qwen2.5-7B-nerd-uncensored-v1.7.Q4_K_M.gguf + files: + - filename: Qwen2.5-7B-nerd-uncensored-v1.7.Q4_K_M.gguf + sha256: 42cf7a96784dc8f25c61c2404620c3e6548a024caa8dff6e435d7c86400d7ab8 + uri: huggingface://mradermacher/Qwen2.5-7B-nerd-uncensored-v1.7-GGUF/Qwen2.5-7B-nerd-uncensored-v1.7.Q4_K_M.gguf - &archfunct license: apache-2.0 tags: