---
license: apache-2.0
base_model:
- RWKV-Red-Team/ARWKV-7B-Preview-0.1
---

This model only works with RWKV-Infer and RWKV-LM-RLHF.
This is a completely early model. No warranty. Use at your own risk.

slightly fine-tuned CJE 900k including Deepseek R1 magpie.

v7 FLA ctx5120, 1k slided overlap training. SFT(with loss smooting=0.001)
DoRA(total 0.5B parameters), Emb frozen.

if you want use reasoning mode, set system prompts below

```
Answer user questions in Reasoning mode.
```

for using
1. install RWKV-Infer(see how to install)
2. loadmodel(choose fp16 or fp6 or fp5 (dont choose FP8))
3. need 19GB VRAM in FP16, 12GB VRAM in FP6
```
curl http://127.0.0.1:9000/loadmodel -X POST -H "Content-Type: application/json" -d '{"model_filename":"models/ARWKV-7B-CJE-30%.pth","model_viewname":"ARWKV-7B-CJE-30%","model_strategy":"fp16"}'

```
3. you can use this model via OpenAI CompatibleAPI http://127.0.0.1:9000/v1 and set modelname "ARWKV-7B-CJE-30%"
4. its good for sillytavern