---
base_model:
- Qwen/QwQ-32B
- EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
- arcee-ai/Virtuoso-Medium-v2
- ArliAI/QwQ-32B-ArliAI-RpR-v4
- trashpanda-org/QwQ-32B-Snowdrop-v0
license: apache-2.0
license_name: qwen
license_link: https://huggingface.co/Qwen/Qwen2.5-32B-Instruct/blob/main/LICENSE
language:
- en
pipeline_tag: text-generation
tags:
- chat
- merge
- roleplay
library_name: transformers
---

# RareBit-v2-32B

Another big merge, similar in idea to RP-Stew. V2 here hasn't dropped a random Chinese character like V1 did yet after 100 swipes, which might be because I regulated QwQ to only being used as the base model, instead of mixing it wholesale. Only other change was using v4 of ArliAI's model in the mix. I still need to do some more testing with it to see if it's fully ready to be shared in a broader sense, but it's been pretty good so far:

**Pros:**
- Prose seem natural and creative.
- Hasn't made any big logical mistakes.
- Stays in-character and hasn't responded as user.
- Decent thinking capabilities.
- No refusals, even during the thinking stage.

**Cons:**
- None so far from testing, but I doubt it's perfect. I'm sure there's something I missed, so consider this pending full critique.

Big thanks to the original model creators for providing the ingredients!
- Qwen
- EVA-UNIT-01
- arcee-ai
- ArliAI
- trashpanda

## GGUF (provided by mradermacher)

https://huggingface.co/mradermacher/RareBit-v2-32B-GGUF

https://huggingface.co/mradermacher/RareBit-v2-32B-i1-GGUF

## EXL3 (provided by async0x42)

https://huggingface.co/async0x42/RareBit-v2-32B-exl3_4.0bpw

https://huggingface.co/async0x42/RareBit-v2-32B-exl3_4.5bpw

### Prompt Format: ChatML

```
<|im_start|>system
System prompt<|im_end|>
<|im_start|>user
User prompt<|im_end|>
<|im_start|>assistant
Bot response<|im_end|>
```

### Models Merged

The following models were included in the merge:

https://huggingface.co/Qwen/QwQ-32B

https://huggingface.co/EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2

https://huggingface.co/arcee-ai/Virtuoso-Medium-v2

https://huggingface.co/ArliAI/QwQ-32B-ArliAI-RpR-v4

https://huggingface.co/trashpanda-org/QwQ-32B-Snowdrop-v0