Initial release

README.md

@@ -1,3 +1,50 @@
 ---
-license: apache-2.0
+base_model:
+- grimjim/zephyr-beta-wizardLM-2-merge-7B
+- core-3/kuno-royale-v2-7b
+library_name: transformers
+tags:
+- mergekit
+- merge
+license: cc-by-nc-4.0
 ---
+# zephyr-wizard-kuno-royale-BF16-merge-7B
+
+This is an experimental merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). All source model weights are BF16, avoiding issues arising from mixed-precision merges.
+
+Although the zephyr beta and WizardLM 2 7B models are touted as SOTA and can generate varied prose compared to base Mistral v0.1, their relatively mediocre benchmarks under GSM-8K suggests only average reasoning capability in one-shot narrative text completion. The kuno-royale-v2 model was selected for merger because of its higher GSM-8K rating.
+
+Native prompt format is Alpaca, although at least one of the prior models was fine-tuned to Vicuna.
+
+Tested lightly with ChatML instruct prompts, temperature 1, and minP 0.02.
+
+## 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)
+* [core-3/kuno-royale-v2-7b](https://huggingface.co/core-3/kuno-royale-v2-7b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+    - model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+      layer_range: [0,32]
+    - model: core-3/kuno-royale-v2-7b
+      layer_range: [0,32]
+merge_method: slerp
+base_model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+parameters:
+  t:
+    - value: 0.5
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "grimjim/zephyr-beta-wizardLM-2-merge-7B",
+  "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,
+  "pad_token_id": 2,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.3",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+slices:
+  - sources:
+    - model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+      layer_range: [0,32]
+    - model: core-3/kuno-royale-v2-7b
+      layer_range: [0,32]
+merge_method: slerp
+base_model: grimjim/zephyr-beta-wizardLM-2-merge-7B
+parameters:
+  t:
+    - value: 0.5
+dtype: bfloat16

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special_tokens_map.json

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tokenizer.model

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+size 493443

tokenizer_config.json

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+}