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metadata
base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
datasets:
  - PocketDoc/Dans-MemoryCore-CoreCurriculum-Small
  - AquaV/Energetic-Materials-Sharegpt
  - AquaV/Chemical-Biological-Safety-Applications-Sharegpt
  - AquaV/US-Army-Survival-Sharegpt
  - AquaV/Resistance-Sharegpt
  - AquaV/Interrogation-Sharegpt
  - AquaV/Multi-Environment-Operations-Sharegpt
  - PocketDoc/Dans-Mathmaxx
  - PocketDoc/Dans-Mathmaxx-Numina-CoT
  - PJMixers/Math-Multiturn-1K-ShareGPT
  - PocketDoc/Dans-Benchmaxx
  - PocketDoc/Dans-Benchmaxx-COT
  - PocketDoc/Dans-Codemaxx-LeetCode
  - PocketDoc/Dans-Codemaxx-CodeFeedback-Conversations
  - PocketDoc/Dans-Codemaxx-CodeFeedback-SingleTurn
  - PocketDoc/Dans-Codemaxx-Bigcode-SelfInstruct
  - PocketDoc/Dans-Taskmaxx
  - PocketDoc/Dans-Taskmaxx-DataPrepper
  - PocketDoc/Dans-Taskmaxx-ConcurrentQA-Reworked
  - PocketDoc/Dans-Taskmaxx-TableGPT
  - PocketDoc/Dans-Taskmaxx-SciRIFF
  - PocketDoc/Dans-Taskmaxx-Edit
  - PocketDoc/Dans-Systemmaxx
  - PocketDoc/Dans-Toolmaxx-Agent
  - PocketDoc/Dans-Toolmaxx-ShellCommands
  - PocketDoc/Dans-Toolmaxx-Functions-Toolbench
  - PocketDoc/Dans-Toolmaxx-Functions-ToolACE
  - PocketDoc/Dans-Toolmaxx-Functions-apigen
  - PocketDoc/Dans-ASCIIMaxx-Wordart
  - PocketDoc/Dans-Prosemaxx-Gutenberg
  - PocketDoc/Dans-Prosemaxx-Cowriter-M
  - PocketDoc/Dans-Prosemaxx-Adventure
  - PocketDoc/Dans-Prosemaxx-Gryphe-GPT4o-WritingPrompts
  - PocketDoc/Dans-Assistantmaxx-Sharegpt
  - PocketDoc/Dans-Assistantmaxx-OpenAssistant2
  - PocketDoc/Dans-Assistantmaxx-Opus-Merge
  - PocketDoc/Dans-Assistantmaxx-sonnetorca-subset
  - PocketDoc/Dans-Assistantmaxx-sonnetorca-subset-2
  - PocketDoc/Dans-Assistantmaxx-NoRobots
  - PocketDoc/Dans-Assistantmaxx-Synthia
  - PocketDoc/Dans-Assistantmaxx-ASL
  - PocketDoc/Dans-Assistantmaxx-PersonaLLM-Opus
  - PocketDoc/Dans-Assistantmaxx-UnnaturalInstructions-GPT4
  - PocketDoc/Dans-Assistantmaxx-LongAlign
  - PocketDoc/Dans-Assistantmaxx-EvolKit
  - PocketDoc/Dans-Assistantmaxx-Camel-GPT4
  - PocketDoc/Dans-Assistantmaxx-Tulu3-IF
  - PocketDoc/Dans-Logicmaxx-Skunkworks
  - PocketDoc/Dans-Logicmaxx-SAT-AP
  - PocketDoc/Dans-Logicmaxx-Magpie-Ultra
  - PJMixers/grimulkan_theory-of-mind-ShareGPT
  - PJMixers/grimulkan_physical-reasoning-ShareGPT
  - PocketDoc/Dans-Personamaxx
  - PocketDoc/Dans-Personamaxx-Rainy
  - PocketDoc/Dans-Personamaxx-Aesir
  - PocketDoc/Dans-Kinomaxx-VanillaBackrooms
language:
  - en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
  - general-purpose
  - roleplay
  - storywriting
  - chemistry
  - biology
  - code
  - climate
  - axolotl
  - text-generation-inference
  - finetune

About

weighted/imatrix quants of https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b

static quants are available at https://huggingface.co/mradermacher/Dans-PersonalityEngine-V1.1.0-12b-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF i1-IQ1_S 3.1 for the desperate
GGUF i1-IQ1_M 3.3 mostly desperate
GGUF i1-IQ2_XXS 3.7
GGUF i1-IQ2_XS 4.0
GGUF i1-IQ2_S 4.2
GGUF i1-IQ2_M 4.5
GGUF i1-Q2_K_S 4.6 very low quality
GGUF i1-Q2_K 4.9 IQ3_XXS probably better
GGUF i1-IQ3_XXS 5.0 lower quality
GGUF i1-IQ3_XS 5.4
GGUF i1-Q3_K_S 5.6 IQ3_XS probably better
GGUF i1-IQ3_S 5.7 beats Q3_K*
GGUF i1-IQ3_M 5.8
GGUF i1-Q3_K_M 6.2 IQ3_S probably better
GGUF i1-Q3_K_L 6.7 IQ3_M probably better
GGUF i1-IQ4_XS 6.8
GGUF i1-Q4_0 7.2 fast, low quality
GGUF i1-IQ4_NL 7.2 prefer IQ4_XS
GGUF i1-Q4_K_S 7.2 optimal size/speed/quality
GGUF i1-Q4_K_M 7.6 fast, recommended
GGUF i1-Q4_1 7.9
GGUF i1-Q5_K_S 8.6
GGUF i1-Q5_K_M 8.8
GGUF i1-Q6_K 10.2 practically like static Q6_K

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

image.png

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @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.