Untitled Model (1)
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the DARE TIES merge method using unsloth/Meta-Llama-3.1-8B-Instruct as a base.
Models Merged
The following models were included in the merge:
- arcee-ai/Llama-3.1-SuperNova-Lite
- DavidAU/L3.1-Dark-Planet-SpinFire-Uncensored-8B
- VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct
- Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
- unsloth/Llama-3.1-Storm-8B
Configuration
The following YAML configuration was used to produce this model:
base_model: unsloth/Meta-Llama-3.1-8B-Instruct
dtype: bfloat16
merge_method: dare_ties
parameters:
int8_mask: 1.0
normalize: 1.0
random_seed: 145.0
slices:
- sources:
- layer_range: [0, 32]
model: unsloth/Llama-3.1-Storm-8B
parameters:
density: 0.95
weight: 0.28
- layer_range: [0, 32]
model: arcee-ai/Llama-3.1-SuperNova-Lite
parameters:
density: 0.9
weight: 0.27
- layer_range: [0, 32]
model: VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct
parameters:
density: 0.92
weight: 0.25
- layer_range: [0, 32]
model: Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
parameters:
density: 0.92
weight: 0.2
- layer_range: [0, 32]
model: DavidAU/L3.1-Dark-Planet-SpinFire-Uncensored-8B
parameters:
density:
- filter: self_attn.o_proj
value: 0.98
- filter: mlp.down_proj
value: 0.98
- filter: layers.19.
value: 0.98
weight:
- filter: self_attn.o_proj
value: 0.8
- filter: mlp.down_proj
value: 0.8
- filter: embed_tokens
value: 0.0
- filter: layers.0.
value: 0.0
- filter: layers.1.
value: 0.0
- filter: layers.2.
value: 0.0
- filter: layers.3.
value: 0.0
- filter: layers.4.
value: 0.0
- filter: layers.5.
value: 0.0
- filter: layers.6.
value: 0.0
- filter: layers.7.
value: 0.0
- filter: layers.8.
value: 0.0
- filter: layers.9.
value: 0.0
- filter: layers.10.
value: 0.0
- filter: layers.11.
value: 0.0
- filter: layers.12.
value: 0.0
- filter: layers.13.
value: 0.0
- filter: layers.14.
value: 0.0
- filter: layers.15.
value: 0.0
- filter: layers.16.
value: 0.0
- filter: layers.17.
value: 0.0
- filter: layers.18.
value: 0.0
- filter: layers.19.
value: 0.8
- filter: layers.20.
value: 0.0
- filter: layers.21.
value: 0.0
- filter: layers.22.
value: 0.0
- filter: layers.23.
value: 0.0
- filter: layers.24.
value: 0.0
- filter: layers.25.
value: 0.0
- filter: layers.26.
value: 0.0
- filter: layers.27.
value: 0.0
- filter: layers.28.
value: 0.0
- filter: layers.29.
value: 0.0
- filter: layers.30.
value: 0.0
- filter: layers.31.
value: 0.0
- filter: layers.32.
value: 0.0
- layer_range: [0, 32]
model: unsloth/Meta-Llama-3.1-8B-Instruct
- sources:
- layer_range: [32, 32]
model: unsloth/Meta-Llama-3.1-8B-Instruct
tokenizer:
tokens:
<|begin_of_text|>:
force: true
source: unsloth/Meta-Llama-3.1-8B-Instruct
<|eot_id|>:
force: true
source: unsloth/Meta-Llama-3.1-8B-Instruct
<|finetune_right_pad_id|>:
force: true
source: unsloth/Meta-Llama-3.1-8B-Instruct
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