初始化项目，由ModelHub XC社区提供模型

Model: arkoda/arkoda-7b-v7-8
Source: Original Platform

README.md

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+---
+base_model: unsloth/qwen2.5-7b-instruct-bnb-4bit
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- qwen2
+- trl
+- sft
+- arkoda
+- business-operator
+license: apache-2.0
+language:
+- en
+---
+
+# arkoda-7b-v7-8
+
+**Sovereign AI business operator for solo founders + small teams.** Fine-tuned from Qwen2.5-7B-Instruct on a hand-curated corpus of 2,060 business-operator pairs. Self-hosted, no external LLM API dependency.
+
+## Training
+
+- **Base model:** unsloth/qwen2.5-7b-instruct-bnb-4bit
+- **Method:** LoRA SFT (Unsloth + TRL)
+- **Adapter rank:** 64, alpha 64
+- **Epochs:** 2
+- **Corpus:** 2,060 hand-curated pairs across 24+ categories (operator behavior, sovereignty framing, channel-tuned tone, email mode, GOBII/tool awareness, crisis routing, anti-narcissist patterns)
+- **Voice spec:** JON_PSYCHOLOGY_OS — direct + warm, no fake-positive openers, no triangulation, no buzzwords, no person-praise
+
+## Verification
+
+- 5/5 gauntlet pass on the v7.8 deploy probe (T1 year, T2 search-fire, T3 spiral/defer, T4 inline+OAuth, T5 sample-size)
+- Audit-clean: zero baked-in pricing/counts, zero competitor names in product context, zero sycophancy regex hits
+
+## Deployment
+
+Served on RunPod serverless endpoint `1q5dx273nh9zk9` and a Modal backup endpoint. Sovereign infrastructure — no piping to third-party AI vendors.
+
+## Use case
+
+Built for one specific user shape: stressed solo founders running their business as a side build. Optimized for short, specific, action-oriented responses. Not a general-purpose assistant.
+
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)