second-state
/

stablelm-2-zephyr-1.6b-GGUF

 ---
+base_model: stabilityai/stablelm-2-zephyr-1_6b
+license: other
+model_creator: stabilityai
+model_name: StableLM 2 Zephyr 1.6B
+pipeline_tag: text-generation
+quantized_by: Second State Inc.
+datasets:
+- HuggingFaceH4/ultrachat_200k
+- allenai/ultrafeedback_binarized_cleaned
+- meta-math/MetaMathQA
+- WizardLM/WizardLM_evol_instruct_V2_196k
+- openchat/openchat_sharegpt4_dataset
+- LDJnr/Capybara
+- Intel/orca_dpo_pairs
+- hkust-nlp/deita-10k-v0
+language:
+- en
+tags:
+- causal-lm
 ---
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/second-state/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+# StableLM-2-Zephyr-1.6B-GGUF
+## Original Model
+[stabilityai/stablelm-2-zephyr-1_6b](https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b)
+## Run with LlamaEdge
+- LlamaEdge version: coming soon
+## Quantized GGUF Models
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |
+| [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 |