Mermaid Mistral for Flow Diagrams, BlackSheep For Personality

README.md

@@ -1,3 +1,52 @@
 ---
-license: artistic-2.0
+base_model:
+- TroyDoesAI/Mermaid-22B
+- TroyDoesAI/BlackSheep-Mistral-22B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
 ---
+# MermaidMistral-22B
+
+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 SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [TroyDoesAI/Mermaid-22B](https://huggingface.co/TroyDoesAI/Mermaid-22B)
+* [TroyDoesAI/BlackSheep-Mistral-22B](https://huggingface.co/TroyDoesAI/BlackSheep-Mistral-22B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+      - model: TroyDoesAI/BlackSheep-Mistral-22B
+        layer_range: [0, 56]
+      - model: TroyDoesAI/Mermaid-22B
+        layer_range: [0, 56]
+# or, the equivalent models: syntax:
+# models:
+#   - model: psmathur/orca_mini_v3_13b
+#   - model: garage-bAInd/Platypus2-13B
+merge_method: slerp
+base_model: TroyDoesAI/BlackSheep-Mistral-22B
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5 # fallback for rest of tensors
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "TroyDoesAI/BlackSheep-MermaidMistral-22B",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 6144,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 48,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.2",
+  "use_cache": false,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+slices:
+  - sources:
+      - model: TroyDoesAI/BlackSheep-Mistral-22B
+        layer_range: [0, 56]
+      - model: TroyDoesAI/Mermaid-22B
+        layer_range: [0, 56]
+# or, the equivalent models: syntax:
+# models:
+#   - model: psmathur/orca_mini_v3_13b
+#   - model: garage-bAInd/Platypus2-13B
+merge_method: slerp
+base_model: TroyDoesAI/BlackSheep-Mistral-22B
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5 # fallback for rest of tensors
+dtype: bfloat16

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