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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,423 @@
+---
+base_model:
+- unsloth/Mistral-Nemo-Base-2407
+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.
+
+### Models Merged
+
+The following models were included in the merge:
+* [unsloth/Mistral-Nemo-Base-2407](https://huggingface.co/unsloth/Mistral-Nemo-Base-2407)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 2]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [1, 3]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [2, 4]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [3, 5]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+# 以下是新增的層
+- sources:
+  - layer_range: [4, 6]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [5, 7]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [6, 8]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [7, 9]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [8, 10]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [9, 11]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [10, 12]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [11, 13]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [12, 14]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [13, 15]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [14, 16]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [15, 17]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [16, 18]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [17, 19]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [18, 20]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [19, 21]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [20, 22]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [21, 23]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [22, 24]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [23, 25]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [24, 26]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [25, 27]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [26, 28]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [27, 29]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [28, 30]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [29, 31]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [30, 32]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [31, 33]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [32, 34]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [33, 35]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [34, 36]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [35, 37]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [36, 38]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [37, 39]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [38, 40]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+```

config.json

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "unsloth/Mistral-Nemo-Base-2407",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 78,
+  "num_key_value_heads": 8,
+  "pad_token_id": 10,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.1",
+  "unsloth_version": "2024.9",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

@@ -0,0 +1,394 @@
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 2]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [1, 3]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [2, 4]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [3, 5]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+# 以下是新增的層
+- sources:
+  - layer_range: [4, 6]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [5, 7]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [6, 8]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [7, 9]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [8, 10]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [9, 11]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [10, 12]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [11, 13]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [12, 14]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [13, 15]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [14, 16]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [15, 17]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [16, 18]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [17, 19]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [18, 20]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [19, 21]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [20, 22]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [21, 23]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [22, 24]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [23, 25]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [24, 26]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [25, 27]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [26, 28]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [27, 29]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [28, 30]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [29, 31]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [30, 32]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [31, 33]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [32, 34]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
+        value: 0.0
+      - value: 1.0
+- sources:
+  - layer_range: [33, 35]
+    model: unsloth/Mistral-Nemo-Base-2407
+    parameters:
+      scale:
+      - filter: o_proj
+        value: 0.0
+      - filter: down_proj
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