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--- |
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base_model: stabilityai/stablelm-2-zephyr-1_6b |
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license: other |
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model_creator: stabilityai |
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model_name: StableLM 2 Zephyr 1.6B |
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pipeline_tag: text-generation |
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quantized_by: Second State Inc. |
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datasets: |
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- HuggingFaceH4/ultrachat_200k |
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- allenai/ultrafeedback_binarized_cleaned |
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- meta-math/MetaMathQA |
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- WizardLM/WizardLM_evol_instruct_V2_196k |
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- openchat/openchat_sharegpt4_dataset |
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- LDJnr/Capybara |
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- Intel/orca_dpo_pairs |
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- hkust-nlp/deita-10k-v0 |
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language: |
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- en |
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tags: |
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- causal-lm |
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--- |
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<div style="width: auto; margin-left: auto; margin-right: auto"> |
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<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
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</div> |
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<hr style="margin-top: 1.0em; margin-bottom: 1.0em;"> |
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# StableLM-2-Zephyr-1.6B-GGUF |
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## Original Model |
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[stabilityai/stablelm-2-zephyr-1_6b](https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b) |
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## Run with LlamaEdge |
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- LlamaEdge version: [v0.2.9](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.2.9) and above |
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- Prompt template |
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- Prompt type: `stablelm-zephyr` |
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- Prompt string |
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```text |
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<|user|> |
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{prompt}<|endoftext|> |
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<|assistant|> |
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``` |
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- Reverse prompt: `<|endoftext|>` |
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- Context size: `2048` |
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- Run as LlamaEdge service |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-zephyr-1_6b-Q5_K_M.gguf llama-api-server.wasm -p stablelm-zephyr -r '<|endoftext|>' -c 1024 |
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``` |
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- Run as LlamaEdge command app |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-zephyr-1_6b-Q5_K_M.gguf llama-chat.wasm -p stablelm-zephyr -r '<|endoftext|>' --temp 0.5 -c 1024 |
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``` |
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## Quantized GGUF Models |
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| Name | Quant method | Bits | Size | Use case | |
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| ---- | ---- | ---- | ---- | ----- | |
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| [stablelm-2-zephyr-1_6b-Q2_K.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q2_K.gguf) | Q2_K | 2 | 694 MB| smallest, significant quality loss - not recommended for most purposes | |
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| [stablelm-2-zephyr-1_6b-Q3_K_L.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q3_K_L.gguf) | Q3_K_L | 3 | 915 MB| small, substantial quality loss | |
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| [stablelm-2-zephyr-1_6b-Q3_K_M.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q3_K_M.gguf) | Q3_K_M | 3 | 858 MB| very small, high quality loss | |
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| [stablelm-2-zephyr-1_6b-Q3_K_S.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q3_K_S.gguf) | Q3_K_S | 3 | 792 MB| very small, high quality loss | |
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| [stablelm-2-zephyr-1_6b-Q4_0.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q4_0.gguf) | Q4_0 | 4 | 983 MB| legacy; small, very high quality loss - prefer using Q3_K_M | |
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| [stablelm-2-zephyr-1_6b-Q4_K_M.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q4_K_M.gguf) | Q4_K_M | 4 | 1.03 GB| medium, balanced quality - recommended | |
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| [stablelm-2-zephyr-1_6b-Q4_K_S.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q4_K_S.gguf) | Q4_K_S | 4 | 989 MB| small, greater quality loss | |
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| [stablelm-2-zephyr-1_6b-Q5_0.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q5_0.gguf) | Q5_0 | 5 | 1.16 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
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| [stablelm-2-zephyr-1_6b-Q5_K_M.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q5_K_M.gguf) | Q5_K_M | 5 | 1.19 GB| large, very low quality loss - recommended | |
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| [stablelm-2-zephyr-1_6b-Q5_K_S.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q5_K_S.gguf) | Q5_K_S | 5 | 1.16 GB| large, low quality loss - recommended | |
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| [stablelm-2-zephyr-1_6b-Q6_K.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q6_K.gguf) | Q6_K | 6 | 1.35 GB| very large, extremely low quality loss | |
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| [stablelm-2-zephyr-1_6b-Q8_0.gguf](https://huggingface.co/second-state/stablelm-2-zephyr-1.6b-GGUF/blob/main/stablelm-2-zephyr-1_6b-Q8_0.gguf) | Q8_0 | 8 | 1.75 GB| very large, extremely low quality loss - not recommended | |
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