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index a6344aac8c09253b3b630fb776ae94478aa0275b..52373fe24473b1aa44333d318f578ae6bf04b49b 100644
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+++ b/.gitattributes
@@ -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
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..279be4fde3296be66a22b6d408be826c2ef5ffae
--- /dev/null
+++ b/README.md
@@ -0,0 +1,56 @@
+---
+base_model:
+- mistralai/Mistral-Nemo-Base-2407
+- mistralai/Mistral-Large-Instruct-2407
+- mistralai/Codestral-22B-v0.1
+- mistralai/Mathstral-7B-v0.1
+- nvidia/Mistral-NeMo-Minitron-8B-Instruct
+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:
+* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
+* [mistralai/Mistral-Large-Instruct-2407](https://huggingface.co/mistralai/Mistral-Large-Instruct-2407)
+* [mistralai/Codestral-22B-v0.1](https://huggingface.co/mistralai/Codestral-22B-v0.1)
+* [mistralai/Mathstral-7B-v0.1](https://huggingface.co/mistralai/Mathstral-7B-v0.1)
+* [nvidia/Mistral-NeMo-Minitron-8B-Instruct](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: float16
+merge_method: passthrough
+slices:
+- sources:
+ - layer_range: [16, 32]
+ model: mistralai/Mistral-Large-Instruct-2407
+- sources:
+ - layer_range: [20, 32]
+ model: nvidia/Mistral-NeMo-Minitron-8B-Instruct
+- sources:
+ - layer_range: [24, 32]
+ model: mistralai/Mistral-Nemo-Base-2407
+- sources:
+ - layer_range: [28, 32]
+ model: mistralai/Codestral-22B-v0.1
+- sources:
+ - layer_range: [32, 32]
+ model: mistralai/Mathstral-7B-v0.1
+
+```
diff --git a/config.json b/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..732615a2c28ddfc7a9c47d5e170032b235a1a296
--- /dev/null
+++ b/config.json
@@ -0,0 +1,27 @@
+{
+ "_name_or_path": "mistralai/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": 131072,
+ "model_type": "mistral",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 40,
+ "num_key_value_heads": 8,
+ "rms_norm_eps": 1e-05,
+ "rope_theta": 1000000.0,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "torch_dtype": "float16",
+ "transformers_version": "4.46.2",
+ "use_cache": true,
+ "vocab_size": 131072
+}
diff --git a/mergekit_config.yml b/mergekit_config.yml
new file mode 100644
index 0000000000000000000000000000000000000000..bb783e6d65415bdb1d95108cc24f474f796e66a6
--- /dev/null
+++ b/mergekit_config.yml
@@ -0,0 +1,18 @@
+dtype: float16
+merge_method: passthrough
+slices:
+- sources:
+ - layer_range: [16, 32]
+ model: mistralai/Mistral-Large-Instruct-2407
+- sources:
+ - layer_range: [20, 32]
+ model: nvidia/Mistral-NeMo-Minitron-8B-Instruct
+- sources:
+ - layer_range: [24, 32]
+ model: mistralai/Mistral-Nemo-Base-2407
+- sources:
+ - layer_range: [28, 32]
+ model: mistralai/Codestral-22B-v0.1
+- sources:
+ - layer_range: [32, 32]
+ model: mistralai/Mathstral-7B-v0.1
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