mradermacher
mradermacher/VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb-i1-GGUF
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Model Documentation
About
quantize_version: 2 -->
output_tensor_quantised: 1 -->
convert_type: hf -->
vocab_type: -->
tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/Nellyw888/VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tbprovided-files -->
*For a convenient overview and download list, visit our model page for this model.*
static quants are available at https://huggingface.co/mradermacher/VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb-GGUF
Usage
If you are unsure how to use GGUF files, refer to one of [TheBloke's READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for more details, including on how to concatenate multi-part files.
Provided Quants
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
| Link | Type | Size/GB | Notes | |:-----|:-----|--------:|:------| | GGUF | i1-IQ1_S | 2.0 | for the desperate | | GGUF | i1-IQ1_M | 2.1 | mostly desperate | | GGUF | i1-IQ2_XXS | 2.4 | | | GGUF | i1-IQ2_XS | 2.6 | | | GGUF | i1-IQ2_S | 2.7 | | | GGUF | i1-IQ2_M | 2.9 | | | GGUF | i1-Q2_K_S | 2.9 | very low quality | | GGUF | i1-Q2_K | 3.1 | IQ3_XXS probably better | | GGUF | i1-IQ3_XXS | 3.2 | lower quality | | GGUF | i1-IQ3_XS | 3.4 | | | GGUF | i1-Q3_K_S | 3.6 | IQ3_XS probably better | | GGUF | i1-IQ3_S | 3.6 | beats Q3_K* | | GGUF | i1-IQ3_M | 3.7 | | | GGUF | i1-Q3_K_M | 3.9 | IQ3_S probably better | | GGUF | i1-Q3_K_L | 4.2 | IQ3_M probably better | | GGUF | i1-IQ4_XS | 4.3 | | | GGUF | i1-IQ4_NL | 4.5 | prefer IQ4_XS | | GGUF | i1-Q4_0 | 4.5 | fast, low quality | | GGUF | i1-Q4_K_S | 4.6 | optimal size/speed/quality | | GGUF | i1-Q4_K_M | 4.8 | fast, recommended | | GGUF | i1-Q4_1 | 5.0 | | | GGUF | i1-Q5_K_S | 5.4 | | | GGUF | i1-Q5_K_M | 5.5 | | | GGUF | i1-Q6_K | 6.4 | practically like static Q6_K |
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
FAQ / Model Request
See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.
Thanks
I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
end -->
Files & Weights
| Filename | Size | Action |
|---|---|---|
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ1_M.gguf | 1.90 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ1_S.gguf | 1.77 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ2_M.gguf | 2.59 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ2_S.gguf | 2.42 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ2_XS.gguf | 2.30 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ2_XXS.gguf | 2.12 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ3_M.gguf | 3.33 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ3_S.gguf | 3.26 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ3_XS.gguf | 3.12 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ3_XXS.gguf | 2.90 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ4_NL.gguf | 4.13 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-IQ4_XS.gguf | 3.93 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q2_K.gguf | 2.81 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q2_K_S.gguf | 2.64 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q3_K_L.gguf | 3.81 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q3_K_M.gguf | 3.55 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q3_K_S.gguf | 3.25 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q4_0.gguf | 4.14 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q4_1.gguf | 4.54 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q4_K_M.gguf | 4.36 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q4_K_S.gguf | 4.15 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q5_K_M.gguf | 5.07 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q5_K_S.gguf | 4.95 GB | Download |
| VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb.i1-Q6_K.gguf | 5.82 GB | Download |