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README.md

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+---
+base_model:
+- TheHierophant/Underground-Mind-V0.9
+- TheHierophant/Underground-Cognitive-V0.3-test
+- TheHierophant/Fimbulvetr-11B-Attention-V0.1-test
+- TheHierophant/Underground-Mind-V0.3-test-finetuning
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the passthrough merge method using [TheHierophant/Fimbulvetr-11B-Attention-V0.1-test](https://huggingface.co/TheHierophant/Fimbulvetr-11B-Attention-V0.1-test) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [TheHierophant/Underground-Mind-V0.9](https://huggingface.co/TheHierophant/Underground-Mind-V0.9)
+* [TheHierophant/Underground-Cognitive-V0.3-test](https://huggingface.co/TheHierophant/Underground-Cognitive-V0.3-test)
+* [TheHierophant/Underground-Mind-V0.3-test-finetuning](https://huggingface.co/TheHierophant/Underground-Mind-V0.3-test-finetuning)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+      - model: TheHierophant/Fimbulvetr-11B-Attention-V0.1-test
+        layer_range: [0, 16]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.25
+            - filter: down_proj
+              value: 1.25
+          attention_heads: 32
+          long_term_attention: true
+  - sources:
+      - model: TheHierophant/Underground-Mind-V0.9
+        layer_range: [16, 32]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.5
+            - filter: down_proj
+              value: 1.5
+          significance: 0.8
+          semantic_linking: true
+  - sources:
+      - model: TheHierophant/Underground-Mind-V0.3-test-finetuning
+        layer_range: [32, 40]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.75
+            - filter: down_proj
+              value: 1.75
+          task_specialization: true
+          enhanced_attention: true
+  - sources:
+      - model: TheHierophant/Underground-Cognitive-V0.3-test
+        layer_range: [40, 47]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 2.0
+            - filter: down_proj
+              value: 2.0
+          attention_heads: 18
+          abstract_attention: true
+          deep_cognitive_focus: true
+
+merge_method: passthrough
+base_model: TheHierophant/Fimbulvetr-11B-Attention-V0.1-test
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "TheHierophant/Fimbulvetr-11B-Attention-V0.1-test",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 4096,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 47,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+slices:
+  - sources:
+      - model: TheHierophant/Fimbulvetr-11B-Attention-V0.1-test
+        layer_range: [0, 16]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.25
+            - filter: down_proj
+              value: 1.25
+          attention_heads: 32
+          long_term_attention: true
+  - sources:
+      - model: TheHierophant/Underground-Mind-V0.9
+        layer_range: [16, 32]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.5
+            - filter: down_proj
+              value: 1.5
+          significance: 0.8
+          semantic_linking: true
+  - sources:
+      - model: TheHierophant/Underground-Mind-V0.3-test-finetuning
+        layer_range: [32, 40]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 1.75
+            - filter: down_proj
+              value: 1.75
+          task_specialization: true
+          enhanced_attention: true
+  - sources:
+      - model: TheHierophant/Underground-Cognitive-V0.3-test
+        layer_range: [40, 47]
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 2.0
+            - filter: down_proj
+              value: 2.0
+          attention_heads: 18
+          abstract_attention: true
+          deep_cognitive_focus: true
+
+merge_method: passthrough
+base_model: TheHierophant/Fimbulvetr-11B-Attention-V0.1-test
+dtype: bfloat16

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