metadata

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

StableLM-2-Zephyr-1.6B-GGUF

Original Model

stabilityai/stablelm-2-zephyr-1_6b

Run with LlamaEdge

LlamaEdge version: v0.2.9 and above
Prompt template
- Prompt type: stablelm-zephyr
- Prompt string
```
<|user|>
{prompt}<|endoftext|>
<|assistant|>
```
- Reverse prompt: <|endoftext|>
Context size: 2048

Run as LlamaEdge service

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

Run as LlamaEdge command app

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

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
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	Q3_K_L	3	915 MB	small, substantial quality loss
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	Q3_K_S	3	792 MB	very small, high quality loss
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	Q4_K_M	4	1.03 GB	medium, balanced quality - recommended
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	Q5_0	5	1.16 GB	legacy; medium, balanced quality - prefer using Q4_K_M
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	Q5_K_S	5	1.16 GB	large, low quality loss - recommended
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	Q8_0	8	1.75 GB	very large, extremely low quality loss - not recommended