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Model: redrix/patricide-12B-Unslop-Mell
Source: Original Platform

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README.md

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+---
+base_model:
+- inflatebot/MN-12B-Mag-Mell-R1
+- TheDrummer/UnslopNemo-12B-v4.1
+library_name: transformers
+tags:
+- mergekit
+- merge
+- 12b
+- chat
+- roleplay
+- creative-writing
+- SLERP
+license: apache-2.0
+new_version: redrix/patricide-12B-Unslop-Mell-v2
+---
+# patricide-12B-Unslop-Mell
+>The sins of the Father shan't ever be repeated this way.
+
+![PatricideLogo.png](https://cdn-uploads.huggingface.co/production/uploads/674c58de6bfa8d3e4ff8dcf3/pdKS7W4futo8XgqRaT8Rb.png)
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+This is my first merge — I still have no idea how writing the parameters in the config actually works. (**Update:** I figured it out) If anyone has more extensive guides for merging, please let me know. I would also like to get into the science behind all this.
+
+Both models produced enjoyable results, so I decided to merge them, to create a model hopefully inheriting good traits of the parents. (**Update:** The early testing of this model revealed good coherency, but it sometimes spits out unintelligeble gibberish or made-up words. This is likely due to the broken tokenizer)
+
+I've tested this model on the [**Q6_K GGUF**](https://huggingface.co/redrix/patricide-12B-Unslop-Mell-GGUF/blob/main/patricide-12B-Unslop-Mell-Q6_K.gguf) Quant and it provided satisfactory results, thus I decided to upload it. Although I've not extensively tested it in Storywriting nor RP, the results were stable and *at least* coherent. I tested it on a **Temperature of 1** (Temperature last) and **Min-P of 0.1**. I don't know the effects **DRY** or **XTC** have on the stability of the output, or how it fares on high context sizes. Both parent models use the **ChatML** Template. Although [Unslop-Nemo](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4.1) also uses **Metharme/Pygmalion**. I've not yet tested which works better. (**Update:** Mergekit introduced a feature to define the template; I will force it to use ChatML in my next models, so it has an all-around standard.)
+
+Feel free to experiment, as I am only experimenting myself.
+
+**Update:** I will likely release my next models once I am able to run them, without too much fine-tuning of samplers/parameters/text templates/etc. Extensive testing as per [DavidAU's approach](https://huggingface.co/DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters) will be done afterwards, so I may gain more impressions, while being able to work on new models already. I would like to create models that are very good in their base states, with samplers being the thing to perfect them. As such I won't spend too much time finetuning samplers, unless the model's base state is very promising.
+
+# Quantization
+Static **GGUF** Quants available at:
+- [redrix/patricide-12B-Unslop-Mell-GGUF](https://huggingface.co/redrix/patricide-12B-Unslop-Mell-GGUF) (has less quants than below ⬇️)
+- [mradermacher/patricide-12B-Unslop-Mell-GGUF](https://huggingface.co/mradermacher/patricide-12B-Unslop-Mell-GGUF) (Thanks ♥️)
+
+Weighted/Imatrix **GGUF** Quants available at [mradermacher/patricide-12B-Unslop-Mell-i1-GGUF](https://huggingface.co/mradermacher/patricide-12B-Unslop-Mell-i1-GGUF).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
+* [TheDrummer/UnslopNemo-12B-v4.1](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4.1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: TheDrummer/UnslopNemo-12B-v4.1
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+merge_method: slerp
+base_model: TheDrummer/UnslopNemo-12B-v4.1
+dtype: bfloat16
+parameters:
+  t: [0, 0.5, 1, 0.5, 0]
+
+```
+
+> I made the cover art myself in Photoshop... I don't use AI for stuff like that.

config.json

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+{
+  "_name_or_path": "TheDrummer/UnslopNemo-12B-v4.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "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": "4.46.3",
+  "use_cache": true,
+  "vocab_size": 131072
+}

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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