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DarkArtsForge/Paimon-24B-v2
Paimon-24B-v2 is a text generation model from DarkArtsForge. Use it when you need the model to write or continue text. It is set up for transformers.
[!CAUTION] <span style="color:red; font-weight:bold"⚠️ Warning:</span This model can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly. Also, use Mistral…
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From the Hugging Face model README
[!CAUTION] <span style="color:red; font-weight:bold">⚠️ Warning:</span> This model can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly. Also, use Mistral Tekken template for best results.

This is a merge of pre-trained language models created using mergekit.
This model was merged using the DELLA merge method using mistralai/Mistral-Small-24B-Instruct-2501 as a base.
v1:
v2:
v3:
Excluded from v3:
v1:
architecture: MistralForCausalLM
models:
- model: B:/24B/c4tdr0ut--grok-oss-Apollyon-24B
parameters:
weight:
- filter: "lm_head"
value: 1.0
- filter: "embed_tokens"
value: 1.0
- value: 0.5
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--mradermacher--BlackXorDolphTronGOAT-GGUF
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.5
density: 0.9
epsilon: 0.09
- model: B:/24B/DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-Edition-Thinking-Uncensored
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.5
density: 0.9
epsilon: 0.09
- model: B:/24B/Casual-Autopsy--The-True-Abomination-24B
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.5
density: 0.9
epsilon: 0.09
merge_method: della
base_model: B:/24B/mistralai--Mistral-Small-24B-Instruct-2501
parameters:
lambda: 1.0
normalize: false
int8_mask: false
rescale: true
dtype: float32
out_dtype: bfloat16
tokenizer:
source: union
chat_template: auto
v2:
architecture: MistralForCausalLM
models:
- model: B:/24B/c4tdr0ut--grok-oss-Apollyon-24B
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--mradermacher--BlackXorDolphTronGOAT-GGUF
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--Nabbers1999--MS-24B-Bathory-GRPO
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--ReadyArt--Broken-Tutu-24B-Transgression-v2.0
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--PocketDoc--Dans-DangerousWinds-V1.1.1-24b
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/TroyDoesAI--BlackSheep-24B
parameters:
weight:
- filter: "lm_head"
value: 1.0
- filter: "embed_tokens"
value: 1.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/Casual-Autopsy--The-True-Abomination-24B
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
- model: B:/24B/DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-Edition-Thinking-Uncensored
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.25
density: 0.9
epsilon: 0.09
merge_method: della
base_model: B:/24B/!models--mistralai--Mistral-Small-24B-Instruct-2501
parameters:
lambda: 1.0
normalize: false
int8_mask: false
rescale: true
dtype: float32
out_dtype: bfloat16
tokenizer:
source: union
chat_template: auto
v3:
architecture: MistralForCausalLM
models:
- model: B:/24B/c4tdr0ut--grok-oss-Apollyon-24B
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--mradermacher/BlackXorDolphTronGOAT-GGUF
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--Nabbers1999--MS-24B-Bathory-GRPO
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/TheDrummer--Cydonia-24B-v2
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--ReadyArt--Broken-Tutu-24B-Transgression-v2.0
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--PocketDoc--Dans-DangerousWinds-V1.1.1-24b
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/TroyDoesAI--BlackSheep-24B
parameters:
weight:
- filter: "lm_head"
value: 1.0
- filter: "embed_tokens"
value: 1.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/Casual-Autopsy--The-True-Abomination-24B
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/!models--darkc0de--XortronCriminalComputingConfig
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
- model: B:/24B/DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-Edition-Thinking-Uncensored
parameters:
weight:
- filter: "lm_head"
value: 0.0
- filter: "embed_tokens"
value: 0.0
- value: 0.2
density: 0.9
epsilon: 0.09
merge_method: della
base_model: B:/24B/!models--mistralai--Mistral-Small-24B-Instruct-2501
parameters:
lambda: 1.0
normalize: false
int8_mask: false
rescale: true
dtype: float32
out_dtype: bfloat16
tokenizer:
source: union
chat_template: auto
</details>
[Paimon v1 DELLA Audit] Layer: model.layers.24.mlp.down_proj.weight | Lambda=1.00
[BASE] !models--mistralai--Mistral-Small-24B-Instruct-250
!models--mradermacher--BlackXorDolphTronGOAT-GGUF : ████████ 16.8% (W:0.50 D:0.90 N:0.44 E:0.09)
Casual-Autopsy--The-True-Abomination-24B : █████████████ 27.4% (W:0.50 D:0.90 N:0.72 E:0.09)
DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-: █████████ 19.5% (W:0.50 D:0.90 N:0.51 E:0.09)
c4tdr0ut--grok-oss-Apollyon-24B : ██████████████████ 36.3% (W:0.50 D:0.90 N:0.95 E:0.09)
[Paimon v2 DELLA Audit] Layer: model.layers.24.mlp.down_proj.weight | Lambda=1.00
[BASE] !models--mistralai--Mistral-Small-24B-Instruct-250
!models--Nabbers1999--MS-24B-Bathory-GRPO : ██████ 12.4% (W:0.25 D:0.90 N:0.58 E:0.09)
!models--PocketDoc--Dans-DangerousWinds-V1.1.1-24b: █████████ 19.4% (W:0.25 D:0.90 N:0.91 E:0.09)
!models--ReadyArt--Broken-Tutu-24B-Transgression-v: ██ 4.6% (W:0.25 D:0.90 N:0.21 E:0.09)
!models--mradermacher--BlackXorDolphTronGOAT-GGUF : ████ 9.4% (W:0.25 D:0.90 N:0.44 E:0.09)
Casual-Autopsy--The-True-Abomination-24B : ███████ 15.3% (W:0.25 D:0.90 N:0.72 E:0.09)
DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-: █████ 10.9% (W:0.25 D:0.90 N:0.51 E:0.09)
TroyDoesAI--BlackSheep-24B : ███ 7.6% (W:0.25 D:0.90 N:0.36 E:0.09)
c4tdr0ut--grok-oss-Apollyon-24B : ██████████ 20.4% (W:0.25 D:0.90 N:0.95 E:0.09)
[Paimon v3 DELLA Audit] Layer: model.layers.24.mlp.down_proj.weight | Lambda=1.00
[BASE] !models--mistralai--Mistral-Small-24B-Instruct-250
!models--darkc0de--XortronCriminalComputingConfig : ███ 6.4% (W:0.20 D:0.90 N:0.08 E:0.09)
!models--Nabbers1999--MS-24B-Bathory-GRPO : █████ 10.9% (W:0.20 D:0.90 N:0.14 E:0.09)
!models--PocketDoc--Dans-DangerousWinds-V1.1.1-24b: ████████ 17.6% (W:0.20 D:0.90 N:0.23 E:0.09)
!models--ReadyArt--Broken-Tutu-24B-Transgression-v: ██ 4.1% (W:0.20 D:0.90 N:0.05 E:0.09)
!models--mradermacher--BlackXorDolphTronGOAT-GGUF : ████ 8.1% (W:0.20 D:0.90 N:0.11 E:0.09)
Casual-Autopsy--The-True-Abomination-24B : ███████ 14.6% (W:0.20 D:0.90 N:0.19 E:0.09)
DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-: ████ 9.4% (W:0.20 D:0.90 N:0.12 E:0.09)
TheDrummer--Cydonia-24B-v2 : ██ 4.5% (W:0.20 D:0.90 N:0.06 E:0.09)
TroyDoesAI--BlackSheep-24B : ███ 6.4% (W:0.20 D:0.90 N:0.08 E:0.09)
c4tdr0ut--grok-oss-Apollyon-24B : █████████ 18.1% (W:0.20 D:0.90 N:0.23 E:0.09)
--- MAGNITUDE ANALYSIS & DATA POINTS ---
ID | Status | Delta Norm | Orig Size | Model Name
----------------------------------------------------------------------------------------------------
#1 | HIGH MAG | 2.6618 | 33554432 | c4tdr0ut--grok-oss-Apollyon-24B
#2 | OK | 1.1587 | 33554432 | mradermacher--BlackXorDolphTronGOAT-GGUF
#3 | OK | 0.5315 | 33554432 | Nabbers1999--MS-24B-Bathory-GRPO
#4 | OK | 0.9909 | 33554432 | Undi95--MistralThinker-v1.1
#5 | OK | 0.6966 | 33554432 | TheDrummer--Cydonia-24B-v2
#6 | OK | 0.5555 | 33554432 | ReadyArt--Broken-Tutu-24B-Transgression-v2.0
#7 | OK | 0.8735 | 33554432 | spacewars123--Space-Wars-24B-v1.00a
#8 | OK | 1.3078 | 33554432 | arcee-ai--Arcee-Blitz
#9 | OK | 1.1599 | 33554432 | PocketDoc--Dans-DangerousWinds-V1.1.1-24b
#10 | OK | 0.4419 | 33554432 | TroyDoesAI--BlackSheep-24B
#11 | OK | 1.2262 | 33554432 | Casual-Autopsy--The-True-Abomination-24B
#12 | OK | 0.4419 | 33554432 | !darkc0de--XortronCriminalComputingConfig
#13 | OK | 0.9952 | 33554432 | DavidAU--Dolphin-Mistral-GLM-4.7-Flash-24B-Venice-Edition-Thinking-Uncensored
#14 | OK | 1.1321 | 33554432 | ArliAI--Mistral-Small-24B-ArliAI-RPMax-v1.4
#15 | HIGH MAG | 2.8904 | 33554432 | SlerpE--CardProjector-24B-v1
#16 | OK | 0.2650 | 33554432 | Mawdistical--Mawdistic-NightLife-24b

Note that 6 models were excluded from v3 due to overly distorting the merge and re-activating the original base_model's positivity bias.
</details>