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README.md

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 ---
-license: apache-2.0
-language:
-- en
-pipeline_tag: text-generation
+base_model:
+- NousResearch/Nous-Hermes-2-SOLAR-10.7B
+- BlueNipples/SnowLotus-v2-10.7B
+tags:
+- mergekit
+- merge
+
 ---
+# merge
 
-## Model Details
-Slerp between: 
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
 
-https://huggingface.co/BlueNipples/SnowLotus-v2-10.7B 
+## Merge Details
+### Merge Method
 
-https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B
+This model was merged using the SLERP merge method.
 
-Using https://github.com/cg123/mergekit
+### Models Merged
 
-### Model Descriptiion
-This model is a slerp between SnowLotus-v2 & Nous-Hermes-2-SOLAR, I found snowlotus was awesome to talk to but lacked when prompting with out-there characters. Nous Hermes seemed to handle those characters a lot better, so i decided to merge the two.
+The following models were included in the merge:
+* [NousResearch/Nous-Hermes-2-SOLAR-10.7B](https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B)
+* [BlueNipples/SnowLotus-v2-10.7B](https://huggingface.co/BlueNipples/SnowLotus-v2-10.7B)
 
-This is my first merge so it could perform badly or may not even work
-### Extra Info
-Both models are solar based so context should be 4096
+### Configuration
 
-SnowLotus uses Alpaca
+The following YAML configuration was used to produce this model:
 
-Nous Hermes uses ChatML
+```yaml
+slices:
+  - sources:
+      - model: BlueNipples/SnowLotus-v2-10.7B
+        layer_range: [0, 48]
+      - model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
+        layer_range: [0, 48]
+merge_method: slerp
+base_model: BlueNipples/SnowLotus-v2-10.7B
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5
+dtype: bfloat16
 
-Both seem to work but i don't exactly know which performs better
+```

config.json

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+{
+  "_name_or_path": "BlueNipples/SnowLotus-v2-10.7B",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "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": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 48,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.37.1",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+slices:
+  - sources:
+      - model: BlueNipples/SnowLotus-v2-10.7B
+        layer_range: [0, 48]
+      - model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
+        layer_range: [0, 48]
+merge_method: slerp
+base_model: BlueNipples/SnowLotus-v2-10.7B
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5
+dtype: bfloat16

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