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Model: arcee-ai/Saul-Instruct-Extended
Source: Original Platform

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README.md

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+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+- Equall/Saul-Instruct-v1
+---
+
+# Saul-Instruct-Extended
+
+Saul-Instruct-Extended is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
+
+## 🧩 Configuration
+
+```yaml
+  slices:
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 0
+          - 4
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 3
+          - 4
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 4
+          - 8
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 7
+          - 8
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 8
+          - 12
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 11
+          - 12
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 12
+          - 16
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 15
+          - 16
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 16
+          - 20
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 19
+          - 20
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 20
+          - 24
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 23
+          - 24
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 24
+          - 28
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 27
+          - 28
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 28
+          - 32
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 31
+          - 32
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  merge_method: passthrough
+  dtype: bfloat16
+
+
+
+```

config.json

@@ -0,0 +1,26 @@
+{
+  "_name_or_path": "Equall/Saul-Instruct-v1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

mergekit_config.yml

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+
+  slices:
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 0
+          - 4
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 3
+          - 4
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 4
+          - 8
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 7
+          - 8
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 8
+          - 12
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 11
+          - 12
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 12
+          - 16
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 15
+          - 16
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 16
+          - 20
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 19
+          - 20
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 20
+          - 24
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 23
+          - 24
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 24
+          - 28
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 27
+          - 28
+        parameters:
+          scale:
+            - filter: o_proj
+              value: 0
+            - filter: down_proj
+              value: 0
+            - value: 1
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        layer_range:
+          - 28
+          - 32
+  - sources:
+      - model: Equall/Saul-Instruct-v1
+        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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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [],
+  "bos_token": "<s>",
+  "chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": null,
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}