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--- |
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language: |
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- en |
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library_name: transformers |
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license: apache-2.0 |
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tags: |
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- gpt |
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- llm |
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- large language model |
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- h2o-llmstudio |
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thumbnail: >- |
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https://h2o.ai/etc.clientlibs/h2o/clientlibs/clientlib-site/resources/images/favicon.ico |
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pipeline_tag: text-generation |
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quantized_by: bartowski |
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--- |
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## Llamacpp Quantizations of h2o-danube2-1.8b-chat |
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Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2589">b2589</a> for quantization. |
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Original model: https://huggingface.co/h2oai/h2o-danube2-1.8b-chat |
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Download a file (not the whole branch) from below: |
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| Filename | Quant type | File Size | Description | |
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| -------- | ---------- | --------- | ----------- | |
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| [h2o-danube2-1.8b-chat-Q8_0.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q8_0.gguf) | Q8_0 | 1.94GB | Extremely high quality, generally unneeded but max available quant. | |
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| [h2o-danube2-1.8b-chat-Q6_K.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q6_K.gguf) | Q6_K | 1.50GB | Very high quality, near perfect, *recommended*. | |
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| [h2o-danube2-1.8b-chat-Q5_K_M.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q5_K_M.gguf) | Q5_K_M | 1.30GB | High quality, very usable. | |
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| [h2o-danube2-1.8b-chat-Q5_K_S.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q5_K_S.gguf) | Q5_K_S | 1.27GB | High quality, very usable. | |
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| [h2o-danube2-1.8b-chat-Q5_0.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q5_0.gguf) | Q5_0 | 1.27GB | High quality, older format, generally not recommended. | |
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| [h2o-danube2-1.8b-chat-Q4_K_M.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q4_K_M.gguf) | Q4_K_M | 1.11GB | Good quality, uses about 4.83 bits per weight. | |
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| [h2o-danube2-1.8b-chat-Q4_K_S.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q4_K_S.gguf) | Q4_K_S | 1.05GB | Slightly lower quality with small space savings. | |
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| [h2o-danube2-1.8b-chat-IQ4_NL.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-IQ4_NL.gguf) | IQ4_NL | 1.06GB | Decent quality, similar to Q4_K_S, new method of quanting, | |
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| [h2o-danube2-1.8b-chat-IQ4_XS.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-IQ4_XS.gguf) | IQ4_XS | 1.01GB | Decent quality, new method with similar performance to Q4. | |
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| [h2o-danube2-1.8b-chat-Q4_0.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q4_0.gguf) | Q4_0 | 1.05GB | Decent quality, older format, generally not recommended. | |
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| [h2o-danube2-1.8b-chat-Q3_K_L.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q3_K_L.gguf) | Q3_K_L | .98GB | Lower quality but usable, good for low RAM availability. | |
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| [h2o-danube2-1.8b-chat-Q3_K_M.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q3_K_M.gguf) | Q3_K_M | .90GB | Even lower quality. | |
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| [h2o-danube2-1.8b-chat-IQ3_M.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-IQ3_M.gguf) | IQ3_M | .85GB | Medium-low quality, new method with decent performance. | |
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| [h2o-danube2-1.8b-chat-IQ3_S.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-IQ3_S.gguf) | IQ3_S | .82GB | Lower quality, new method with decent performance, recommended over Q3 quants. | |
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| [h2o-danube2-1.8b-chat-Q3_K_S.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q3_K_S.gguf) | Q3_K_S | .82GB | Low quality, not recommended. | |
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| [h2o-danube2-1.8b-chat-Q2_K.gguf](https://huggingface.co/bartowski/h2o-danube2-1.8b-chat-GGUF/blob/main/h2o-danube2-1.8b-chat-Q2_K.gguf) | Q2_K | .71GB | Extremely low quality, *not* recommended. |
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Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski |
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