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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
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  <!-- ### vocab_type: -->
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  <!-- ### tags: nicoboss -->
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  weighted/imatrix quants of https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
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+ datasets:
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+ - PocketDoc/Dans-MemoryCore-CoreCurriculum-Small
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+ - AquaV/Energetic-Materials-Sharegpt
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+ - AquaV/Chemical-Biological-Safety-Applications-Sharegpt
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+ - AquaV/US-Army-Survival-Sharegpt
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+ - AquaV/Resistance-Sharegpt
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+ - AquaV/Interrogation-Sharegpt
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+ - AquaV/Multi-Environment-Operations-Sharegpt
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+ - PocketDoc/Dans-Mathmaxx
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+ - PocketDoc/Dans-Mathmaxx-Numina-CoT
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+ - PJMixers/Math-Multiturn-1K-ShareGPT
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+ - PocketDoc/Dans-Benchmaxx
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+ - PocketDoc/Dans-Benchmaxx-COT
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+ - PocketDoc/Dans-Codemaxx-LeetCode
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+ - PocketDoc/Dans-Codemaxx-CodeFeedback-Conversations
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+ - PocketDoc/Dans-Codemaxx-CodeFeedback-SingleTurn
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+ - PocketDoc/Dans-Codemaxx-Bigcode-SelfInstruct
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+ - PocketDoc/Dans-Taskmaxx
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+ - PocketDoc/Dans-Taskmaxx-DataPrepper
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+ - PocketDoc/Dans-Taskmaxx-ConcurrentQA-Reworked
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+ - PocketDoc/Dans-Taskmaxx-TableGPT
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+ - PocketDoc/Dans-Taskmaxx-SciRIFF
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+ - PocketDoc/Dans-Taskmaxx-Edit
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+ - PocketDoc/Dans-Systemmaxx
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+ - PocketDoc/Dans-Toolmaxx-Agent
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+ - PocketDoc/Dans-Toolmaxx-ShellCommands
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+ - PocketDoc/Dans-Toolmaxx-Functions-Toolbench
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+ - PocketDoc/Dans-Toolmaxx-Functions-ToolACE
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+ - PocketDoc/Dans-Toolmaxx-Functions-apigen
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+ - PocketDoc/Dans-ASCIIMaxx-Wordart
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+ - PocketDoc/Dans-Prosemaxx-Gutenberg
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+ - PocketDoc/Dans-Prosemaxx-Cowriter-M
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+ - PocketDoc/Dans-Prosemaxx-Adventure
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+ - PocketDoc/Dans-Prosemaxx-Gryphe-GPT4o-WritingPrompts
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+ - PocketDoc/Dans-Assistantmaxx-Sharegpt
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+ - PocketDoc/Dans-Assistantmaxx-OpenAssistant2
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+ - PocketDoc/Dans-Assistantmaxx-Opus-Merge
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+ - PocketDoc/Dans-Assistantmaxx-sonnetorca-subset
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+ - PocketDoc/Dans-Assistantmaxx-sonnetorca-subset-2
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+ - PocketDoc/Dans-Assistantmaxx-NoRobots
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+ - PocketDoc/Dans-Assistantmaxx-Synthia
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+ - PocketDoc/Dans-Assistantmaxx-ASL
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+ - PocketDoc/Dans-Assistantmaxx-PersonaLLM-Opus
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+ - PocketDoc/Dans-Assistantmaxx-UnnaturalInstructions-GPT4
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+ - PocketDoc/Dans-Assistantmaxx-LongAlign
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+ - PocketDoc/Dans-Assistantmaxx-EvolKit
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+ - PocketDoc/Dans-Assistantmaxx-Camel-GPT4
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+ - PocketDoc/Dans-Assistantmaxx-Tulu3-IF
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+ - PocketDoc/Dans-Logicmaxx-Skunkworks
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+ - PocketDoc/Dans-Logicmaxx-SAT-AP
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+ - PocketDoc/Dans-Logicmaxx-Magpie-Ultra
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+ - PJMixers/grimulkan_theory-of-mind-ShareGPT
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+ - PJMixers/grimulkan_physical-reasoning-ShareGPT
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+ - PocketDoc/Dans-Personamaxx
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+ - PocketDoc/Dans-Personamaxx-Rainy
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+ - PocketDoc/Dans-Personamaxx-Aesir
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+ - PocketDoc/Dans-Kinomaxx-VanillaBackrooms
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+ language:
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+ - en
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+ library_name: transformers
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+ license: apache-2.0
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+ quantized_by: mradermacher
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+ tags:
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+ - general-purpose
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+ - roleplay
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+ - storywriting
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+ - chemistry
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+ - biology
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+ - code
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+ - climate
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+ - axolotl
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+ - text-generation-inference
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+ - finetune
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+ ---
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+ ## About
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+
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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
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  <!-- ### vocab_type: -->
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  <!-- ### tags: nicoboss -->
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  weighted/imatrix quants of https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
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+
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+ <!-- provided-files -->
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+ static quants are available at https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-GGUF
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+ ## Usage
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+
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+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
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+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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+ more details, including on how to concatenate multi-part files.
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+
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+ ## Provided Quants
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+
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+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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+
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+ | Link | Type | Size/GB | Notes |
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+ |:-----|:-----|--------:|:------|
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-i1-GGUF/resolve/main/Dans-PersonalityEngine-V1.1.0-12b.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K |
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+
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+ Here is a handy graph by ikawrakow comparing some lower-quality quant
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+ types (lower is better):
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+
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+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
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+
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+ And here are Artefact2's thoughts on the matter:
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+ https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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+
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+ ## FAQ / Model Request
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+
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+ See https://huggingface.co/mradermacher/model_requests for some answers to
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+ questions you might have and/or if you want some other model quantized.
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+
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+ ## Thanks
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+
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+ I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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+ me use its servers and providing upgrades to my workstation to enable
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+ this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
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+
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+ <!-- end -->