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+ ---
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+ license: apache-2.0
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+ tags:
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+ - merge
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+ - mergekit
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+ - lazymergekit
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+ - AlekseiPravdin/KSI-RP-NSK-128k-7B
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+ - flammenai/flammen18X-mistral-7B
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+ - gguf
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+ - Q2_K
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+ - Q3_K_L
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+ - Q3_K_M
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+ - Q3_K_S
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+ - Q4_0
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+ - Q4_1
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+ - Q4_K_S
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+ - Q4_k_m
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+ - Q5_0
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+ - Q5_1
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+ - Q6_K
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+ - Q5_K_S
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+ - Q5_k_m
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+ - Q8_0
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+ - 128k
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+ language:
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+ - en
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+ - ru
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+ - th
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+ ---
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+
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+ # KSI-RPG-128k-7B
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+
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+ KSI-RPG-128k-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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+ * [AlekseiPravdin/KSI-RP-NSK-128k-7B](https://huggingface.co/AlekseiPravdin/KSI-RP-NSK-128k-7B)
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+ * [flammenai/flammen18X-mistral-7B](https://huggingface.co/flammenai/flammen18X-mistral-7B)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: AlekseiPravdin/KSI-RP-NSK-128k-7B
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+ layer_range: [0, 32]
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+ - model: flammenai/flammen18X-mistral-7B
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+ layer_range: [0, 32]
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+ merge_method: slerp
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+ base_model: AlekseiPravdin/KSI-RP-NSK-128k-7B
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+ parameters:
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+ t:
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+ - filter: self_attn
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+ value: [0, 0.5, 0.3, 0.7, 1]
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+ - filter: mlp
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+ value: [1, 0.5, 0.7, 0.3, 0]
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+ - value: 0.5
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+ dtype: bfloat16
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+
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+ ```
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+
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+ Eval embedding benchmark (with 70 specific quesions):
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+
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+ ![inf.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/UbeMfW28pMHSRLsSbEsJB.jpeg)
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+ ![md28g.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/6UNV3CaKdofeAUr7C7x9k.jpeg)
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+ ![SK.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/uSnHhxDCqo9DP9oSb_l6j.jpeg)
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+ ![ks-inf.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/1ekTvK84ZlEsFFOYWOHE4.jpeg)
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+ ![command-r.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/5lVz28EK07RmrUe49y4jn.jpeg)
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+ ![NSK.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/aNdIdS5MnkwJ9YhprGznw.jpeg)
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+ ![NSMv2.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/vk2GpfnJnYS5u1_wA1Nhr.jpeg)
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+ ![aura.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/A3m0DC5E2x7V7UCbS1iCf.jpeg)
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+ ![ivanDrogo.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/DaQIw6z8c-SupynTm9qos.jpeg)
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+ ![KSI.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/EfEHDxVcAypb5YLDk_rQJ.jpeg)