Initial release

.gitattributes

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

README.md

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+---
+base_model:
+- grimjim/magnum-consolidatum-v1-12b
+- grimjim/mistralai-Mistral-Nemo-Instruct-2407
+library_name: transformers
+tags:
+- mergekit
+- merge
+pipeline_tag: text-generation
+license: apache-2.0
+---
+# Magnolia-v1-12B
+
+This repo contains a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+Instruct was added in at low weight in order to increase the steerability of the model;
+safety has consequently been reinforced.
+
+Tested at temperature 0.7 and minP 0.01, with ChatML prompting.
+
+Mistral Nemo models tend to have repetition issues in general. For this model at least, this can be mitigated somewhat with additional sysprompting, e.g.:
+```
+Avoid redundant phrasing and maintain forward narrative progression by utilizing varied sentence structure, alternative word choices, and active voice. Employ descriptive details judiciously, ensuring they serve a purpose in advancing the story or revealing character.
+```
+
+## Merge Details
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [grimjim/magnum-consolidatum-v1-12b](https://huggingface.co/grimjim/magnum-consolidatum-v1-12b)
+* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+  - model: grimjim/magnum-consolidatum-v1-12b
+merge_method: slerp
+base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+parameters:
+  t:
+   - value: 0.1
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "grimjim/Magnolia-v1-12B",
+  "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": 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": "4.45.2",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+  - model: grimjim/magnum-consolidatum-v1-12b
+merge_method: slerp
+base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+parameters:
+  t:
+   - value: 0.1
+dtype: bfloat16

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