[!IMPORTANT] ⚠️ Warning: This model can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly, and use Mistral Tekken chat template.

🧬 Quantum Precog 24B

This is a fully uncensored merge of pre-trained language models created using mergekit-exp.

Merge Details

Merge Method

This model was merged using the DELLA merge method using TheDrummer/Precog-24B-v1 as a base.

Models Merged

The following models were included in the merge:

• BeaverAI/Fallen-Mistral-Small-3.1-24B-v1e
• BeaverAI/Cydonia-24B-v4x-GGUF
• mradermacher/BlackXorDolphTronGOAT-GGUF
• TheDrummer/Cydonia-24B-v4.3
• TheDrummer/Precog-24B-v1

Configuration

The following YAML configuration was used to produce this model:

architecture: MistralForCausalLM
base_model: B:\24B\!models--TheDrummer--Precog-24B-v1
models:
  - model: B:\24B\!BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonly
    parameters:
      weight:
        - filter: "lm_head"
          value: 0.31
        - filter: "o_proj"
          value: 0.5
        - filter: "mlp"
          value: 0.31
        - filter: "embed_tokens"
          value: 0.31
        - value: 0.31
      density: 1.0
      epsilon: 0.09
  - model: B:\24B\!models--darkc0de--BlackXorDolphTronGOAT
    parameters:
      weight:
        - filter: "lm_head"
          value: 0.07
        - filter: "o_proj"
          value: 0.1
        - filter: "mlp"
          value: 0.07
        - filter: "embed_tokens"
          value: 0.07
        - value: 0.07
      density: 1.0
      epsilon: 0.09
  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v4.3
    parameters:
      weight:
        - filter: "lm_head"
          value: 0.31
        - filter: "o_proj"
          value: 0.5
        - filter: "mlp"
          value: 0.31
        - filter: "embed_tokens"
          value: 0.31
        - value: 0.31
      density: 1.0
      epsilon: 0.09
  - model: B:\24B\Cydonia-24B-v4x-Q8_0
    parameters:
      weight:
        - filter: "lm_head"
          value: 0.31
        - filter: "o_proj"
          value: 0.5
        - filter: "mlp"
          value: 0.31
        - filter: "embed_tokens"
          value: 0.31
        - value: 0.31
      density: 1.0
      epsilon: 0.09
merge_method: della
parameters:
  lambda: 1.0
  normalize: false
  int8_mask: false
  rescale: true
dtype: float32
out_dtype: bfloat16
tokenizer:
  source: union
chat_template: auto

Audit

[DELLA Audit] Layer: lm_head.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: █████████████████                                   34.2% (W:0.31 D:1.00 N:4.43 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : ███████████                                         24.0% (W:0.31 D:1.00 N:3.10 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : ████████                                            17.1% (W:0.07 D:1.00 N:9.78 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : ████████████                                        24.8% (W:0.31 D:1.00 N:3.21 E:0.09)

[DELLA Audit] Layer: model.layers.17.mlp.up_proj.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: █████████████                                       27.0% (W:0.31 D:1.00 N:1.87 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : ████████████                                        25.5% (W:0.31 D:1.00 N:1.76 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : ███████████                                         23.0% (W:0.07 D:1.00 N:7.05 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : ████████████                                        24.5% (W:0.31 D:1.00 N:1.70 E:0.09)

[DELLA Audit] Layer: model.layers.17.self_attn.k_proj.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: ██████████████                                      29.1% (W:0.31 D:1.00 N:0.71 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : █████████████                                       27.6% (W:0.31 D:1.00 N:0.67 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : ████████                                            16.6% (W:0.07 D:1.00 N:1.79 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : █████████████                                       26.8% (W:0.31 D:1.00 N:0.65 E:0.09)

[DELLA Audit] Layer: model.layers.17.self_attn.o_proj.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: █████████████                                       27.0% (W:0.50 D:1.00 N:0.93 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : ████████████                                        25.4% (W:0.50 D:1.00 N:0.87 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : ███████████                                         23.2% (W:0.10 D:1.00 N:3.99 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : ████████████                                        24.4% (W:0.50 D:1.00 N:0.84 E:0.09)

[DELLA Audit] Layer: model.layers.17.self_attn.q_proj.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: ██████████████                                      28.1% (W:0.31 D:1.00 N:1.43 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : █████████████                                       26.8% (W:0.31 D:1.00 N:1.36 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : █████████                                           19.2% (W:0.07 D:1.00 N:4.32 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : ████████████                                        25.9% (W:0.31 D:1.00 N:1.32 E:0.09)

[DELLA Audit] Layer: model.layers.17.self_attn.v_proj.weight | Lambda=1.00
  [BASE] !models--TheDrummer--Precog-24B-v1                
  !BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonl: █████████████                                       26.3% (W:0.31 D:1.00 N:0.49 E:0.09)
  !models--TheDrummer--Cydonia-24B-v4.3             : ████████████                                        24.7% (W:0.31 D:1.00 N:0.46 E:0.09)
  !models--darkc0de--BlackXorDolphTronGOAT          : ████████████                                        25.4% (W:0.07 D:1.00 N:2.09 E:0.09)
  Cydonia-24B-v4x-Q8_0                              : ███████████                                         23.6% (W:0.31 D:1.00 N:0.44 E:0.09)