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ModelHub XC 975462289f 初始化项目，由ModelHub XC社区提供模型

Model: fableforge-ai/ShellWhisperer-1.5B
Source: Original Platform

2026-07-14 09:43:09 +08:00

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ShellWhisperer-1.5B

Natural language → precise bash commands. Tiny, fast, uncensored.

Base model: Qwen/Qwen2.5-1.5B-Instruct · Part of the FableForge ecosystem.

⚡ Quickest start — Ollama (these pulls credit the source, not a mirror)

ollama run hf.co/fableforge-ai/ShellWhisperer-1.5B:Q4_K_M

🦙 llama.cpp

llama-cli -hf fableforge-ai/ShellWhisperer-1.5B:Q4_K_M -p "Hello!"

💠 LM Studio

Search fableforge-ai/ShellWhisperer-1.5B and pick a quant below.

📦 Provided quants (download one file, not the whole repo)

File	Quant	Size	Notes
shellwhisperer-1.5b-f16.gguf	`F16`	3.09 GB	Full precision (unquantized). Reference / conversion.
shellwhisperer-1.5b-Q8_0.gguf	`Q8_0`	1.65 GB	Extremely high quality — usually overkill.
shellwhisperer-1.5b-Q6_K.gguf	`Q6_K`	1.27 GB	Very high quality, near-perfect. Recommended if you have the RAM.
shellwhisperer-1.5b-Q5_K_M.gguf	`Q5_K_M`	1.13 GB	High quality. Recommended.
shellwhisperer-1.5b-Q4_K_M.gguf	`Q4_K_M`	0.99 GB	⭐ Best size/quality balance — default pick for most users.
shellwhisperer-1.5b-IQ4_XS.gguf	`IQ4_XS`	0.90 GB	imatrix — great quality, smaller than Q4_K_S. Recommended for low RAM.
shellwhisperer-1.5b-Q4_0.gguf	`Q4_0`	0.93 GB	Legacy format — prefer Q4_K_M.
shellwhisperer-1.5b-Q3_K_M.gguf	`Q3_K_M`	0.82 GB	Lower quality; usable when RAM is tight.
shellwhisperer-1.5b-IQ3_XXS.gguf	`IQ3_XXS`	0.67 GB	imatrix very low quality.
shellwhisperer-1.5b-Q2_K.gguf	`Q2_K`	0.68 GB	Very low quality — surprisingly usable.
shellwhisperer-1.5b-IQ2_XXS.gguf	`IQ2_XXS`	0.51 GB	Tiny imatrix — last resort.

Not sure? Take Q4_K_M. Low RAM → IQ4_XS. Max quality → Q6_K.

🧠 Prompt format (ChatML)

<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

🌌 See it live — the FableForge demos

This family powers a galaxy of free, interactive HF Spaces:

Citation

@misc{shellwhisperer1.5b2024,
  title={ShellWhisperer-1.5B: Agent Orchestration via Fine-Tuned Language Models},
  author={FableForge Team},
  year={2024},
  url={https://huggingface.co/fableforge-ai/ShellWhisperer-1.5B}
}

⭐ Like & share — it helps people find the source instead of a mirror.

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