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README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+- arcee-ai/Patent-Instruct-7b
+---
+
+# Patent-Instruct-Extended-40
+
+Patent-Instruct-Extended-40 is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
+
+## 🧩 Configuration
+
+```yaml
+  slices:
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 0
+          - 4
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 3
+          - 4
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 4
+          - 8
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 7
+          - 8
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 8
+          - 12
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 11
+          - 12
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 12
+          - 16
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 15
+          - 16
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 16
+          - 20
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 19
+          - 20
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 20
+          - 24
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 23
+          - 24
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 24
+          - 28
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 27
+          - 28
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 28
+          - 32
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 31
+          - 32
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  merge_method: passthrough
+  dtype: bfloat16
+
+
+
+```

added_tokens.json

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+{
+  "<pad>": 32000
+}

config.json

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+{
+  "_name_or_path": "arcee-ai/Patent-Instruct-7b",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 32,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+  slices:
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 0
+          - 4
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 3
+          - 4
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 4
+          - 8
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 7
+          - 8
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 8
+          - 12
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 11
+          - 12
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 12
+          - 16
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 15
+          - 16
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 16
+          - 20
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 19
+          - 20
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 20
+          - 24
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 23
+          - 24
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 24
+          - 28
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 27
+          - 28
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 28
+          - 32
+  - sources:
+      - model: arcee-ai/Patent-Instruct-7b
+        layer_range:
+          - 31
+          - 32
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  merge_method: passthrough
+  dtype: bfloat16
+
+
+

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