FreedomAISVR/Qwable-v1-NVFP4-GGUF overview
license: agpl 3.0 tags: qwable qwen3 qwen3.5 moe mixture of experts agentic claude fable distillation nvfp4 gguf image text to text pipeline tag: text generati…
Runs locally from ~857.6 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).
Repository Files & Downloads
Model Details
| Model ID | FreedomAISVR/Qwable-v1-NVFP4-GGUF |
|---|---|
| Author | FreedomAISVR |
| Pipeline | text-generation |
| License | agpl-3.0 |
| Base model | Qwen/Qwable-v1 |
| Last modified | 2026-09-16T17:10:01.000Z |
Model README
---
license: agpl-3.0
tags:
- qwable
- qwen3
- qwen3.5
- moe
- mixture-of-experts
- agentic
- claude
- fable
- distillation
- nvfp4
- gguf
- image-text-to-text
pipeline_tag: text-generation
base_model: Qwen/Qwable-v1
---
Qwable-v1 NVFP4 GGUF
GGUF quantization of lordx64/Qwable-v1 — an agentic coding model built by layering Claude Fable-5 tool-use behavior on top of a Claude Opus 4.7 reasoning distill of Qwen3.6-35B-A3B.
Model Details
- Architecture: Qwen3.5 MoE, 41 blocks (40 layers + 1 MTP head), 256 experts (8 active/token)
- Active Parameters: ~3B
- Context: 262,144 tokens
- Vision: Yes (27-layer SigLIP ViT)
- License: AGPL-3.0
- Base: Qwen3.6-35B-A3B → Opus 4.7 reasoning distill → Fable-5 agentic SFT
What's Included
| File | Type | Size | BPW |
|------|------|------|-----|
| qwable-v1-nvfp4.gguf | NVFP4 (all tensors) | ~18.81 GB | 4.55 |
| mmproj-qwable-v1-f16.gguf | Vision projector (F16) | ~0.88 GB | F16 |
Quantization Details
NVFP4
- All weight tensors quantized to NVFP4 (4-bit floating point)
- F32/F16 bias and norm tensors kept at original precision
- Vision encoder and projector kept at F16 (not quantized)
Usage
# With llama.cpp (vision + text)
./llama-server -m qwable-v1-nvfp4.gguf --mmproj mmproj-qwable-v1-f16.gguf --host 0.0.0.0 --port 8080
# Text-only (no vision)
./llama-cli -m qwable-v1-nvfp4.gguf -p "Hello, how are you?"
Agentic Tool-Use
Qwable-v1 emits <tool_use> XML when prompted with an agent-style system prompt:
system: You are a coding agent. When you need to read, write, edit, or run code,
emit XML tool calls in this exact format:
<tool_use name="X" id="toolu_01abc">
{"...": "..."}
</tool_use>
Without the agent prompt, the model falls back to the Opus 4.7 reasoning prior (markdown code blocks).
Credits
- Original model: lordx64
- Quantization: FreedomAISVR
Run FreedomAISVR/Qwable-v1-NVFP4-GGUF with guIDE
Download guIDE — the AI-native code editor with local LLM inference and 69 built-in tools.
Source: Hugging Face · Compare models