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Model: RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf Source: Original Platform
2026-09-17 08:42:16 +08:00
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+Quantization made by Richard Erkhov.
+
+[Github](https://github.com/RichardErkhov)
+
+[Discord](https://discord.gg/pvy7H8DZMG)
+
+[Request more models](https://github.com/RichardErkhov/quant_request)
+
+
+Replete-Qwen-2.5-3b-CoT-RP - GGUF
+- Model creator: https://huggingface.co/bunnycore/
+- Original model: https://huggingface.co/bunnycore/Replete-Qwen-2.5-3b-CoT-RP/
+
+
+| Name | Quant method | Size |
+| ---- | ---- | ---- |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q2_K.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q2_K.gguf) | Q2_K | 1.28GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.IQ3_XS.gguf) | IQ3_XS | 1.42GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.IQ3_S.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.IQ3_S.gguf) | IQ3_S | 1.48GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q3_K_S.gguf) | Q3_K_S | 1.48GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.IQ3_M.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.IQ3_M.gguf) | IQ3_M | 1.51GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q3_K.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q3_K.gguf) | Q3_K | 1.61GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q3_K_M.gguf) | Q3_K_M | 1.61GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q3_K_L.gguf) | Q3_K_L | 1.71GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.IQ4_XS.gguf) | IQ4_XS | 1.79GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q4_0.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q4_0.gguf) | Q4_0 | 1.86GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.IQ4_NL.gguf) | IQ4_NL | 1.87GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q4_K_S.gguf) | Q4_K_S | 1.87GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q4_K.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q4_K.gguf) | Q4_K | 1.96GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q4_K_M.gguf) | Q4_K_M | 1.96GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q4_1.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q4_1.gguf) | Q4_1 | 2.04GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q5_0.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q5_0.gguf) | Q5_0 | 2.22GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q5_K_S.gguf) | Q5_K_S | 2.22GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q5_K.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q5_K.gguf) | Q5_K | 2.27GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q5_K_M.gguf) | Q5_K_M | 2.27GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q5_1.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q5_1.gguf) | Q5_1 | 2.4GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q6_K.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q6_K.gguf) | Q6_K | 2.6GB |
+| [Replete-Qwen-2.5-3b-CoT-RP.Q8_0.gguf](https://huggingface.co/RichardErkhov/bunnycore_-_Replete-Qwen-2.5-3b-CoT-RP-gguf/blob/main/Replete-Qwen-2.5-3b-CoT-RP.Q8_0.gguf) | Q8_0 | 3.37GB |
+
+
+
+
+Original model description:
+---
+base_model:
+- bunnycore/Qwen-2.5-3b-RP
+- Replete-AI/Replete-LLM-V2.5-Qwen-3b
+- bunnycore/Qwen-2.5-3b-rp-mix-lora
+- bunnycore/Qwen-2.5-3b-RP
+- bunnycore/Qwen-2.5-3b-rp-mix-lora
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [bunnycore/Qwen-2.5-3b-RP](https://huggingface.co/bunnycore/Qwen-2.5-3b-RP) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Replete-AI/Replete-LLM-V2.5-Qwen-3b](https://huggingface.co/Replete-AI/Replete-LLM-V2.5-Qwen-3b) + [bunnycore/Qwen-2.5-3b-rp-mix-lora](https://huggingface.co/bunnycore/Qwen-2.5-3b-rp-mix-lora)
+* [bunnycore/Qwen-2.5-3b-RP](https://huggingface.co/bunnycore/Qwen-2.5-3b-RP) + [bunnycore/Qwen-2.5-3b-rp-mix-lora](https://huggingface.co/bunnycore/Qwen-2.5-3b-rp-mix-lora)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: bunnycore/Qwen-2.5-3b-RP+bunnycore/Qwen-2.5-3b-rp-mix-lora
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: Replete-AI/Replete-LLM-V2.5-Qwen-3b+bunnycore/Qwen-2.5-3b-rp-mix-lora
+    parameters:
+      density: 0.5
+      weight: 0.5
+
+merge_method: dare_ties
+base_model: bunnycore/Qwen-2.5-3b-RP
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: float16
+
+```
+
+
+
+Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more quants, at much higher speed, than I would otherwise be able to.