Initial release

.gitattributes

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 *.bz2 filter=lfs diff=lfs merge=lfs -text
 *.ckpt filter=lfs diff=lfs merge=lfs -text
 *.ftz filter=lfs diff=lfs merge=lfs -text
+*.gguf filter=lfs diff=lfs merge=lfs -text
 *.gz filter=lfs diff=lfs merge=lfs -text
 *.h5 filter=lfs diff=lfs merge=lfs -text
 *.joblib filter=lfs diff=lfs merge=lfs -text
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 *.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

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+---
+base_model:
+- grimjim/mistralai-Mistral-Nemo-Base-2407
+- grimjim/magnum-consolidatum-v1-12b
+- nbeerbower/Mistral-Nemo-Prism-12B
+- TheDrummer/Rocinante-12B-v1.1
+- grimjim/magnum-twilight-12b
+- grimjim/mistralai-Mistral-Nemo-Instruct-2407
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- mergekit
+- merge
+license: apache-2.0
+---
+# Magnolia-v3-12B
+
+This repo contains a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+This merge takes advantage of task arithmetic to incorporate the influence of two additional models at low weight in order to improve default creative outputs.
+
+Tested at temperature 1.0 with minP 0.01; that was it. Mistral prompt formats for Nemo should work, although I successfully tested with a variant:
+```
+User message prefix: [INST]user
+User message suffix: [/INST]
+Assistant message prefix: [INST]assistant
+Assistant message suffix: [/INST]
+```
+Testing with a blank sysprompt was not awful, though a good sysprompt will elicit more desired behavior.
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Base-2407) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [grimjim/magnum-consolidatum-v1-12b](https://huggingface.co/grimjim/magnum-consolidatum-v1-12b)
+* [nbeerbower/Mistral-Nemo-Prism-12B](https://huggingface.co/nbeerbower/Mistral-Nemo-Prism-12B)
+* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)
+* [grimjim/magnum-twilight-12b](https://huggingface.co/grimjim/magnum-twilight-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
+base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  normalize: true
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: grimjim/mistralai-Mistral-Nemo-Base-2407
+  - layer_range: [0, 40]
+    model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.9
+  - layer_range: [0, 40]
+    model: grimjim/magnum-consolidatum-v1-12b
+    parameters:
+      weight: 0.1
+  - layer_range: [0, 40]
+    model: grimjim/magnum-twilight-12b
+    parameters:
+      weight: 0.001
+  - layer_range: [0, 40]
+    model: TheDrummer/Rocinante-12B-v1.1
+    parameters:
+      weight: 0.001
+  - layer_range: [0, 40]
+    model: nbeerbower/Mistral-Nemo-Prism-12B
+    parameters:
+      weight: 0.05
+
+```

config.json

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+{
+  "_name_or_path": "grimjim/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": "bfloat16",
+  "transformers_version": "4.46.3",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  normalize: true
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: grimjim/mistralai-Mistral-Nemo-Base-2407
+  - layer_range: [0, 40]
+    model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.9
+  - layer_range: [0, 40]
+    model: grimjim/magnum-consolidatum-v1-12b
+    parameters:
+      weight: 0.1
+  - layer_range: [0, 40]
+    model: grimjim/magnum-twilight-12b
+    parameters:
+      weight: 0.001
+  - layer_range: [0, 40]
+    model: TheDrummer/Rocinante-12B-v1.1
+    parameters:
+      weight: 0.001
+  - layer_range: [0, 40]
+    model: nbeerbower/Mistral-Nemo-Prism-12B
+    parameters:
+      weight: 0.05

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