Initial release

.gitattributes

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README.md

@@ -1,3 +1,68 @@
 ---
+base_model:
+- alpindale/Mistral-7B-v0.2-hf
+- cgato/Thespis-7b-v0.5-SFTTest-2Epoch
+- NeverSleep/Noromaid-7B-0.4-DPO
+- NurtureAI/neural-chat-7b-v3-1-16k
+- cgato/Thespis-CurtainCall-7b-v0.2.2
+- tavtav/eros-7b-test
+library_name: transformers
+tags:
+- mergekit
+- merge
 license: cc-by-4.0
 ---
+# lemonade-rebase-32k-7B
+
+This is a rebase merge using the formula from [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3) on Mistral v0.2 7B base (instead of v0.1), for 32K context length (eliminating the 4K sliding window), with rope theta (re)set to 40K. No other changes were made.
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [cgato/Thespis-7b-v0.5-SFTTest-2Epoch](https://huggingface.co/cgato/Thespis-7b-v0.5-SFTTest-2Epoch)
+* [NeverSleep/Noromaid-7B-0.4-DPO](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO)
+* [NurtureAI/neural-chat-7b-v3-1-16k](https://huggingface.co/NurtureAI/neural-chat-7b-v3-1-16k)
+* [cgato/Thespis-CurtainCall-7b-v0.2.2](https://huggingface.co/cgato/Thespis-CurtainCall-7b-v0.2.2)
+* [tavtav/eros-7b-test](https://huggingface.co/tavtav/eros-7b-test)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: alpindale/Mistral-7B-v0.2-hf
+dtype: float16
+merge_method: task_arithmetic
+slices:
+- sources:
+  - layer_range: [0, 32]
+    model: alpindale/Mistral-7B-v0.2-hf
+  - layer_range: [0, 32]
+    model: NeverSleep/Noromaid-7B-0.4-DPO
+    parameters:
+      weight: 0.37
+  - layer_range: [0, 32]
+    model: cgato/Thespis-CurtainCall-7b-v0.2.2
+    parameters:
+      weight: 0.32
+  - layer_range: [0, 32]
+    model: NurtureAI/neural-chat-7b-v3-1-16k
+    parameters:
+      weight: 0.15
+  - layer_range: [0, 32]
+    model: cgato/Thespis-7b-v0.5-SFTTest-2Epoch
+    parameters:
+      weight: 0.38
+  - layer_range: [0, 32]
+    model: tavtav/eros-7b-test
+    parameters:
+      weight: 0.18
+
+```

config.json

@@ -0,0 +1,26 @@
+{
+  "_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": 40000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.39.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: alpindale/Mistral-7B-v0.2-hf
+dtype: float16
+merge_method: task_arithmetic
+slices:
+- sources:
+  - layer_range: [0, 32]
+    model: alpindale/Mistral-7B-v0.2-hf
+  - layer_range: [0, 32]
+    model: NeverSleep/Noromaid-7B-0.4-DPO
+    parameters:
+      weight: 0.37
+  - layer_range: [0, 32]
+    model: cgato/Thespis-CurtainCall-7b-v0.2.2
+    parameters:
+      weight: 0.32
+  - layer_range: [0, 32]
+    model: NurtureAI/neural-chat-7b-v3-1-16k
+    parameters:
+      weight: 0.15
+  - layer_range: [0, 32]
+    model: cgato/Thespis-7b-v0.5-SFTTest-2Epoch
+    parameters:
+      weight: 0.38
+  - layer_range: [0, 32]
+    model: tavtav/eros-7b-test
+    parameters:
+      weight: 0.18

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