初始化项目，由ModelHub XC社区提供模型
Model: KeinNiemand/Kuwutu-7B-CYOA-v2 Source: Original Platform
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# ollama modelfile auto-generated by llamafactory
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FROM .
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TEMPLATE """{{ if .System }}<|im_start|>system
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{{ .System }}<|im_end|>
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{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}<|im_start|>user
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{{ .Content }}<|im_end|>
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<|im_start|>assistant
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{{ else if eq .Role "assistant" }}{{ .Content }}<|im_end|>
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{{ end }}{{ end }}"""
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PARAMETER stop "<|im_start|>"
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PARAMETER stop "<|im_end|>"
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PARAMETER num_ctx 4096
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README.md
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README.md
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---
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base_model: Mawdistical/Kuwutu-7B
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base_model_relation: finetune
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license: cc-by-nc-4.0
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library_name: transformers
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pipeline_tag: text-generation
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language:
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- en
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tags:
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- qwen2
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- chatml
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- interactive-fiction
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- cyoa
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- roleplay
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- creative-writing
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- furry
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- anthro
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- nsfw
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- explicit
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- not-for-all-audiences
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---
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# Kuwutu-7B-CYOA-v2
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### Explicit Content Warning
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Kuwutu-7B-CYOA-v2 is a fine-tune of [Mawdistical/Kuwutu-7B](https://huggingface.co/Mawdistical/Kuwutu-7B?not-for-all-audiences=true) for CYOA-style interactive fiction in the adult furry, dark, and roleplay-oriented themes of the base model.
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---
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## ✧ Versions
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- **LoRA adapter:** [Kuwutu-7B-CYOA-LoRA-v2](https://huggingface.co/KeinNiemand/Kuwutu-7B-CYOA-LoRA-v2?not-for-all-audiences=true)
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- **Adapter GGUF:** [Kuwutu-7B-CYOA-LoRA-GGUF-v2](https://huggingface.co/KeinNiemand/Kuwutu-7B-CYOA-LoRA-GGUF-v2?not-for-all-audiences=true)
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- **Mainline GGUF:** [Kuwutu-7B-CYOA-GGUF-v2](https://huggingface.co/KeinNiemand/Kuwutu-7B-CYOA-GGUF-v2?not-for-all-audiences=true)
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- **IK GGUF:** [Kuwutu-7B-CYOA-IK-GGUF-v2](https://huggingface.co/KeinNiemand/Kuwutu-7B-CYOA-IK-GGUF-v2?not-for-all-audiences=true)
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---
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## ✧ What Changed in v2
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v2 is a retrained release with substantially better results than v1 on the private generation benchmark and automated loop detection.
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## ✧ Intended Use
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This model is intended for long-form interactive fiction, especially CYOA-style scene continuation and branching narrative in the themes of Kuwutu-7B.
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It uses the ChatML template. Prompts can provide the current scene, player state, relevant context, and instructions for the next continuation.
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## ✧ Training Details
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| Setting | Value |
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|---|---|
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| Base model | `Mawdistical/Kuwutu-7B` |
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| Method | LoRA SFT, merged for this repository |
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| Release checkpoint | `run0072`, checkpoint `282` |
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| Rank / alpha | `16 / 16` |
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| LoRA+ ratio | `4.6` |
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| Optimizer | Muon with AdamW fallback parameters |
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| Learning rate | `2.2e-4` |
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| Weight decay | `10` |
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| Epochs | `2` |
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| Context cutoff | `15,872` tokens |
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| Precision | BF16 |
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| Chat template | ChatML |
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The training data consists of permissioned adult CYOA / interactive-fiction writing and a small amount of related long-form writing. The dataset is not redistributed with the model.
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## ✧ Evaluation
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Results from a private pairwise LLM-judged benchmark of generated continuations:
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| Candidate | Elo-like score | Catastrophic-loop rate |
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| :--- | ---: | ---: |
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| Real | 510.9 ± 46.9 | 0/114 (0.0%) |
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| Kuwutu-7B-CYOA-v2 | 72.7 ± 37.3 | 0/112 (0.0%) |
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| Kuwutu-7B | 4.0 ± 31.8 | 0/114 (0.0%) |
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| Kuwutu-7B-CYOA-v1 | -46.6 ± 34.1 | 16/112 (14.3%) |
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| Dummy | -423.1 ± 45.6 | 0/114 (0.0%) |
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These private internal results should be treated as directional rather than as broad capability benchmarks.
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## ✧ Limitations
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The model may hallucinate story facts, drift from scene context, repeat phrases, overproduce prose, or mishandle choice structure. Its behavior remains strongly influenced by Kuwutu-7B and the narrow interactive-fiction training distribution.
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## ✧ License
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Released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/), following the base model license. Attribution is required and commercial use is not permitted under this license.
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## ✧ Credits
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- **Base model:** [Mawdistical/Kuwutu-7B](https://huggingface.co/Mawdistical/Kuwutu-7B?not-for-all-audiences=true)
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- **Training / export:** [LLaMA Factory](https://github.com/hiyouga/LLaMA-Factory)
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- **GGUF tooling:** [llama.cpp](https://github.com/ggml-org/llama.cpp) and [ik_llama.cpp](https://github.com/ikawrakow/ik_llama.cpp)
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chat_template.jinja
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{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|im_start|>system
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' + system_message + '<|im_end|>
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' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user
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' + content + '<|im_end|>
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<|im_start|>assistant
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' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>
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' }}{% endif %}{% endfor %}
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config.json
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|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "Qwen2Tokenizer",
|
||||
"unk_token": null
|
||||
}
|
||||
Reference in New Issue
Block a user