auto-patch README.md
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README.md
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license: cc-by-4.0
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mradermacher:
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readme_rev: 1
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quantized_by: mradermacher
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tags:
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- nvidia
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- code
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no_imatrix: '[177]95.2675,[178]96.0940,[179]96.4801,nan detected in blk.4.attn_q.weight'
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---
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## About
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#OpenReasoning-Nemotron-7B-GGUF).***
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weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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types (lower is better):
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license: cc-by-4.0
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mradermacher:
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readme_rev: 1
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no_imatrix: '[177]95.2675,[178]96.0940,[179]96.4801,nan detected in blk.4.attn_q.weight'
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quantized_by: mradermacher
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tags:
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- nvidia
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- code
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---
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## About
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#OpenReasoning-Nemotron-7B-GGUF).***
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/OpenReasoning-Nemotron-7B-GGUF/resolve/main/OpenReasoning-Nemotron-7B.f16.gguf) | f16 | 15.3 | 16 bpw, overkill |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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types (lower is better):
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