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README.md

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+---
+license: apache-2.0
+pipeline_tag: text-generation
+tags:
+- chat
+- mistral
+- roleplay
+- creative-writing
+base_model:
+- nbeerbower/mistral-nemo-bophades-12B
+- anthracite-org/magnum-v2-12b
+- Sao10K/MN-12B-Lyra-v3
+- Gryphe/Pantheon-RP-1.6-12b-Nemo
+language:
+- en
+---
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6303fa71fc783bfc7443e7ae/c3ddWBoz-lINEykUDCoXy.png)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6303fa71fc783bfc7443e7ae/hOpgDxJS2sDO7HzuC9e18.png)
+
+
+# StarDust-12b-v2
+
+## Quants
+
+- GGUF: [mradermacher/StarDust-12b-v2-GGUF](https://huggingface.co/mradermacher/StarDust-12b-v2-GGUF)
+- weighted/imatrix GGUF: [mradermacher/StarDust-12b-v2-i1-GGUF](https://huggingface.co/mradermacher/StarDust-12b-v2-i1-GGUF/tree/main)
+- exl2: [lucyknada/Luni_StarDust-12b-v2-exl2](https://huggingface.co/lucyknada/Luni_StarDust-12b-v2-exl2)
+
+## Description | Usecase
+
+- The result of this merge is in my opinion a more vibrant and less generic sonnet inspired prose, it's able to be gentle and harsh where asked.
+- The v2 uses the non-kto magnum which tends to have less "claudeism" (making the story feel rather repetitive)
+- Note on Non-Kto: There is a very big gap between people preferring and disliking the KTO. To make things easier, you can still use [Luni/StarDust-12b-v1](https://huggingface.co/Luni/StarDust-12b-v1) which has the KTO version.
+- In early testing users have reported a much better experience in longer roleplays and a abillity to add a creative touch to the stable experiencve.
+
+Just like with v1:
+- This model is intended to be used as a Role-playing model.
+- Its direct conversational output is... I can't even say it's luck, it's just not made for it.
+- Extension to Conversational output: The Model is designed for roleplay, direct instructing or general purpose is NOT recommended.
+
+## Initial Feedback
+
+- Initial feedback has proven the model to be a solid "go-to" choice for creative storywriting
+- The prose has been certified as "amazing" with many making it their default model.
+
+
+## Prompting
+
+### ChatML has proven to be the BEST choice.
+
+Both Mistral and ChatML should work though I had better results with ChatML:
+ChatML Example:
+```py
+"""<|im_start|>user
+Hi there!<|im_end|>
+<|im_start|>assistant
+Nice to meet you!<|im_end|>
+<|im_start|>user
+Can I ask a question?<|im_end|>
+<|im_start|>assistant
+"""
+```
+
+
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Sao10K/MN-12B-Lyra-v3](https://huggingface.co/Sao10K/MN-12B-Lyra-v3) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B)
+* [anthracite-org/magnum-v2-12b](https://huggingface.co/anthracite-org/magnum-v2-12b)
+* [Gryphe/Pantheon-RP-1.6-12b-Nemo](https://huggingface.co/Gryphe/Pantheon-RP-1.6-12b-Nemo)
+* [Sao10K/MN-12B-Lyra-v3](https://huggingface.co/Sao10K/MN-12B-Lyra-v3)
+
+### Special Thanks
+
+Special thanks to the SillyTilly and myself for helping me find the energy to finish this.

config.json

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+{
+    "_name_or_path": "Luni/StarDust-v2",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 15,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 5120,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 1024000,
+    "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": "4.44.2",
+    "use_cache": true,
+    "vocab_size": 131072,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.1.8",
+        "bits": 6.0,
+        "head_bits": 8,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

huggingface-metadata.txt

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+url: https://huggingface.co/Luni/StarDust-12b-v2
+branch: main
+download date: 2024-09-04 22:37:01
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model.safetensors.index.json

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