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README.md
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static quants of https://huggingface.co/allenai/OLMo-1.7-7B-hf
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<!-- provided-files -->
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weighted/imatrix quants
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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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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q8_0.gguf) | Q8_0 | 7.4 | fast, best quality |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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<!-- ### vocab_type: -->
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static quants of https://huggingface.co/allenai/OLMo-1.7-7B-hf
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<!-- provided-files -->
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weighted/imatrix quants are available at https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-i1-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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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q2_K.gguf) | Q2_K | 2.7 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.IQ3_XS.gguf) | IQ3_XS | 3.0 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.IQ3_S.gguf) | IQ3_S | 3.1 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q3_K_S.gguf) | Q3_K_S | 3.1 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.IQ3_M.gguf) | IQ3_M | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q3_K_M.gguf) | Q3_K_M | 3.5 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q3_K_L.gguf) | Q3_K_L | 3.8 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.IQ4_XS.gguf) | IQ4_XS | 3.8 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q4_K_S.gguf) | Q4_K_S | 4.1 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q4_K_M.gguf) | Q4_K_M | 4.3 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q5_K_S.gguf) | Q5_K_S | 4.9 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q5_K_M.gguf) | Q5_K_M | 5.0 | |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q6_K.gguf) | Q6_K | 5.8 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.Q8_0.gguf) | Q8_0 | 7.4 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/OLMo-1.7-7B-hf-GGUF/resolve/main/OLMo-1.7-7B-hf.f16.gguf) | f16 | 13.9 | 16 bpw, overkill |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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