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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
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+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,71 @@
+---
+base_model:
+- LatitudeGames/Wayfarer-12B
+- nbeerbower/mistral-nemo-wissenschaft-12B
+- jtatman/mistral_nemo_12b_reasoning_psychology_lora
+- mergekit-community/MN-Sappho-g2-12B
+- mistralai/Mistral-Nemo-Instruct-2407
+- mergekit-community/MN-Sappho-e-12B
+- mistralai/Mistral-Nemo-Base-2407
+- inflatebot/MN-12B-Mag-Mell-R1
+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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
+* [nbeerbower/mistral-nemo-wissenschaft-12B](https://huggingface.co/nbeerbower/mistral-nemo-wissenschaft-12B) + [jtatman/mistral_nemo_12b_reasoning_psychology_lora](https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora)
+* [mergekit-community/MN-Sappho-g2-12B](https://huggingface.co/mergekit-community/MN-Sappho-g2-12B)
+* [mergekit-community/MN-Sappho-e-12B](https://huggingface.co/mergekit-community/MN-Sappho-e-12B)
+* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
+* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+out_dtype: bfloat16
+merge_method: della
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+models:
+  - model: mergekit-community/MN-Sappho-e-12B
+    parameters:
+      weight: 1.2
+  - model: mergekit-community/MN-Sappho-g2-12B
+    parameters:
+      weight: 0.9
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+    parameters:
+      weight: 1
+  - model: LatitudeGames/Wayfarer-12B
+    parameters:
+      weight: 1.1
+  - model: nbeerbower/mistral-nemo-wissenschaft-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
+    parameters:
+      weight: 1.1
+  - model: mistralai/Mistral-Nemo-Base-2407
+    parameters:
+      weight: 1.2
+parameters:
+  lambda: 1.25
+  density: 0.5
+  epsilon: 0.25
+tokenizer:
+  source: mergekit-community/MN-Sappho-e-12B
+
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-Nemo-Instruct-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": "bfloat16",
+  "transformers_version": "4.48.2",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+dtype: bfloat16
+out_dtype: bfloat16
+merge_method: della
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+models:
+  - model: mergekit-community/MN-Sappho-e-12B
+    parameters:
+      weight: 1.2
+  - model: mergekit-community/MN-Sappho-g2-12B
+    parameters:
+      weight: 0.9
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+    parameters:
+      weight: 1
+  - model: LatitudeGames/Wayfarer-12B
+    parameters:
+      weight: 1.1
+  - model: nbeerbower/mistral-nemo-wissenschaft-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
+    parameters:
+      weight: 1.1
+  - model: mistralai/Mistral-Nemo-Base-2407
+    parameters:
+      weight: 1.2
+parameters:
+  lambda: 1.25
+  density: 0.5
+  epsilon: 0.25
+tokenizer:
+  source: mergekit-community/MN-Sappho-e-12B

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