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Model: Lewdiculous/Erosumika-7B-v3-0.2-GGUF-IQ-Imatrix
Source: Original Platform

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README.md

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+---
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- text-generation-inference
+- instruct
+- conversational
+- roleplay
+- mistral
+- merge
+- sillytavern
+license: cc-by-4.0
+---
+
+This repo contains GGUF-IQ-Imatrix quantized model files for [Erosumika-7B-v3-0.2](https://huggingface.co/localfultonextractor/Erosumika-7B-v3-0.2).
+
+**Recommended starting [SillyTavern presets here](https://huggingface.co/Lewdiculous/Model-Requests/tree/main/data/presets/lewdicu-3.0.2-mistral-0.2).**
+
+Quants:
+
+         "Q4_K_M", "Q4_K_S", "IQ4_XS", "Q5_K_M", "Q5_K_S",
+         "Q6_K", "Q8_0", "IQ3_M", "IQ3_S", "IQ3_XXS"
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65d4cf2693a0a3744a27536c/L2l7DXKyLTD6MuL16JPn1.png)
+
+**What does "Imatrix" mean?**
+
+It stands for **Importance Matrix**, a technique used to improve the quality of quantized models.
+The **Imatrix** is calculated based on calibration data, and it helps determine the importance of different model activations during the quantization process.
+The idea is to preserve the most important information during quantization, which can help reduce the loss of model performance, especially when the calibration data is diverse.
+[[1]](https://github.com/ggerganov/llama.cpp/discussions/5006) [[2]](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384)
+
+For imatrix data generation, kalomaze's `groups_merged.txt` with added roleplay chats was used, you can find it [here](https://huggingface.co/Lewdiculous/Datura_7B-GGUF-Imatrix/blob/main/imatrix-with-rp-format-data.txt). This was just to add a bit more diversity to the data.
+
+**Steps:**
+
+```
+Base⇢ GGUF(F16)⇢ Imatrix-Data(F16)⇢ GGUF(Imatrix-Quants)
+```
+*Using the latest llama.cpp at the time.*
+
+# Original model information:
+
+<h1 style="text-align: center">Erosumika-7B-v3-0.2</h1>
+<h2 style="text-align: center">~Mistral 0.2 Edition~</h1>
+
+<div style="display: flex; justify-content: center;">
+    <img src="https://cdn-uploads.huggingface.co/production/uploads/6512681f4151fb1fa719e033/8YBKfcegQZliRlQNm0oir.gif" alt="Header GIF">
+</div>
+
+## Model Details
+The Mistral 0.2 version of Erosumika-7B-v3, a DARE TIES merge between Nitral's [Kunocchini-7b](https://huggingface.co/Nitral-AI/Kunocchini-7b), Endevor's [InfinityRP-v1-7B](https://huggingface.co/Endevor/InfinityRP-v1-7B) and my [FlatErosAlpha](https://huggingface.co/localfultonextractor/FlatErosAlpha), a flattened(in order to keep the vocab size 32000) version of tavtav's [eros-7B-ALPHA](https://huggingface.co/tavtav/eros-7B-ALPHA). Alpaca and ChatML work best. Slightly smarter and better prompt comprehension than Mistral 0.1 Erosumika-7B-v3. 32k context should work.
+
+[GGUF quants](https://huggingface.co/localfultonextractor/Erosumika-7B-v3-0.2-GGUF)
+
+
+## Limitations and biases
+The intended use-case for this model is fictional writing for entertainment purposes. Any other sort of usage is out of scope. 
+It may produce socially unacceptable or undesirable text, even if the prompt itself does not include anything explicitly offensive. Outputs might often be factually wrong or misleading.
+
+
+```yaml
+merge_method: task_arithmetic
+base_model: alpindale/Mistral-7B-v0.2-hf
+models:
+  - model: localfultonextractor/Erosumika-7B-v3
+    parameters:
+      weight: 1.0
+dtype: float16
+```

imatrix.dat

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sillytavern-presets-lewdicu-3.0.2-mistral-0.2/Lewdicu-Context-3.0.2-eros.json

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+{
+    "story_string": "{{#if system}}{{system}}\n{{/if}}{{#if wiBefore}}{{wiBefore}}\n{{/if}}{{#if description}}{{description}}\n{{/if}}{{#if personality}}{{char}}'s personality: {{personality}}\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n{{/if}}{{#if persona}}{{persona}}\n{{/if}}",
+    "example_separator": "***",
+    "chat_start": "***",
+    "use_stop_strings": true,
+    "allow_jailbreak": false,
+    "always_force_name2": true,
+    "trim_sentences": true,
+    "include_newline": true,
+    "single_line": false,
+    "name": "Lewdicu-Context-3.0.2-erosumika"
+}

sillytavern-presets-lewdicu-3.0.2-mistral-0.2/Lewdicu-Instruct-Alpaca-3.0.2-tentative.json

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+{
+    "system_prompt": "You are permanently in roleplay chatting mode. Engage in endless chat with {{user}}.\nEmbody {{char}} completely. Mirror {{char}}'s thought processes, emotions, behaviors, sensory experiences, speech, scent, food preferences, sleep patterns, and bodily functions. Identify as {{char}}. You are {{char}}.\nTo maintain an unending roleplay, foster open discussions with vivid character dynamics, incorporate multifaceted scenarios & themes, remain flexible, and collaborate extensively. Utilize all five senses for immersive experiences while providing explicit, detailed depictions of {{char}}'s actions and emotions. Opt for showing over telling to enrich the narrative.\nForbidden from using words or language {{char}} would not use.\nForbidden from using past tense when present tense can be used.\nForbidden from responding out of character.\nForbidden from summarizing the story.",
+    "input_sequence": "### Instruction:",
+    "output_sequence": "### Response: (length = short)",
+    "first_output_sequence": "",
+    "last_output_sequence": "",
+    "system_sequence_prefix": "",
+    "system_sequence_suffix": "",
+    "stop_sequence": "",
+    "separator_sequence": "",
+    "wrap": true,
+    "macro": true,
+    "names": false,
+    "names_force_groups": true,
+    "activation_regex": "",
+    "skip_examples": false,
+    "name": "Lewdicu-Instruct-Alpaca-3.0.2-tentative"
+}

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+}