Initial release

README.md

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 ---
+base_model:
+- grimjim/zephyr-beta-wizardLM-2-merge-7B
+- alpindale/Mistral-7B-v0.2-hf
+library_name: transformers
+tags:
+- mergekit
+- merge
 license: cc-by-nc-4.0
+pipeline_tag: text-generation
 ---
+# madwind-wizard-7B
+
+This is a merge of pre-trained 7B language models created using [mergekit](https://github.com/cg123/mergekit).
+
+The intended goal of this merge was to combine the 32K context window of Mistral v0.2 base with the richness and strength of the Zephyr Beta and WizardLM 2 models. This was a mixed-precision merge, promoting Mistral v0.2 base from fp16 to bf16.
+
+The result can be used for text generation. Note that Zelphr beta training removed in-built alignment from datasets, resulting in a model more likely to generate problematic text when prompted. This merge appears to have inherited that feature.
+
+## Merge Details
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [grimjim/zephyr-beta-wizardLM-2-merge-7B](https://huggingface.co/grimjim/zephyr-beta-wizardLM-2-merge-7B)
+* [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+    - model: alpindale/Mistral-7B-v0.2-hf
+      layer_range: [0,32]
+    - model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+      layer_range: [0,32]
+merge_method: slerp
+base_model: alpindale/Mistral-7B-v0.2-hf
+parameters:
+  t:
+    - value: 0.5
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "alpindale/Mistral-7B-v0.2-hf",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "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": "4.40.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+slices:
+  - sources:
+    - model: alpindale/Mistral-7B-v0.2-hf
+      layer_range: [0,32]
+    - model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+      layer_range: [0,32]
+merge_method: slerp
+base_model: alpindale/Mistral-7B-v0.2-hf
+parameters:
+  t:
+    - value: 0.5
+dtype: bfloat16

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