Gemma The Writer N Restless Quill 10B Uncensored — Hardware Requirements & GPU Compatibility
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Gemma The Writer N Restless Quill 10B Uncensored is a 10.0B-parameter open language model from DavidAU in the Gemma family. It supports a context window of up to 8,192 tokens. At Q4_K_M it needs about 7.00 GB of VRAM — see which GPUs and Macs can run it below.
28 downloads
5 likesSpecifications
- Publisher
- DavidAU
- Family
- Gemma
- Parameters
- 10.0B
- Architecture
- Gemma2ForCausalLM
- Context Length
- 8,192 tokens
- Vocabulary Size
- 256,000
- Release Date
- 2024-10-30
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How Much VRAM Does Gemma The Writer N Restless Quill 10B Uncensored Need?
Select a quantization to see compatible GPUs below.
| Quantization | Bits | VRAM | + Context | File Size | Quality |
|---|---|---|---|---|---|
| Q2_K | 3.40 | 5.2 GB | 7.3 GB | 4.26 GB | 2-bit quantization with K-quant improvements |
| Q3_K_S | 3.50 | 5.4 GB | 7.4 GB | 4.39 GB | 3-bit small quantization |
| Q3_K_M | 3.90 | 5.9 GB | 7.9 GB | 4.89 GB | 3-bit medium quantization |
| Q4_0 | 4.00 | 6.0 GB | 8.0 GB | 5.02 GB | 4-bit legacy quantization |
| Q4_K_M | 4.80 | 7 GB | 9.0 GB | 6.02 GB | 4-bit medium quantization — most popular sweet spot |
| Q5_K_M | 5.70 | 8.1 GB | 10.2 GB | 7.15 GB | 5-bit medium quantization — good quality/size tradeoff |
| Q6_K | 6.60 | 9.3 GB | 11.3 GB | 8.28 GB | 6-bit quantization, very good quality |
| Q8_0 | 8.00 | 11.0 GB | 13.0 GB | 10.03 GB | 8-bit quantization, near-lossless |
est.= calculated VRAM estimate; no published GGUF file found for that quantization yet. Other rows are verified against real community uploads.
Which GPUs Can Run Gemma The Writer N Restless Quill 10B Uncensored?
Q4_K_M · 7 GBGemma The Writer N Restless Quill 10B Uncensored (Q4_K_M) requires 7 GB of VRAM to load the model weights. For comfortable inference with headroom for KV cache and system overhead, 10+ GB is recommended. Using the full 8K context window can add up to 2.0 GB, bringing total usage to 9.0 GB. 50 GPUs can run it, including NVIDIA GeForce RTX 5090, NVIDIA GeForce RTX 3090 Ti, NVIDIA GeForce RTX 3080.
Runs great
— Plenty of headroom
Decent
— Enough VRAM, may be tightWhich Devices Can Run Gemma The Writer N Restless Quill 10B Uncensored?
Q4_K_M · 7 GB58 devices with unified memory can run Gemma The Writer N Restless Quill 10B Uncensored, including NVIDIA DGX H100, NVIDIA DGX A100 640GB, iPad Pro M5 13" (16 GB).
Runs great
— Plenty of headroomWhere to Download Gemma The Writer N Restless Quill 10B Uncensored
Community quantizations of this model — GGUF for llama.cpp, Ollama, and LM Studio, plus AWQ/MLX variants where available.
Related Models
Frequently Asked Questions
- How much VRAM does Gemma The Writer N Restless Quill 10B Uncensored need?
Gemma The Writer N Restless Quill 10B Uncensored requires 7 GB of VRAM at Q4_K_M, or 21.0 GB at BF16. Full 8K context adds up to 2.0 GB (9.0 GB total).
VRAM = Weights + KV Cache + Overhead
Weights = 10.0B × 4.8 bits ÷ 8 = 6 GB
KV Cache + Overhead ≈ 1 GB (at 2K context + ~0.3 GB framework)
KV Cache + Overhead ≈ 3 GB (at full 8K context)
VRAM usage by quantization
Q4_K_M7.0 GBQ4_K_M + full context9.0 GB- What's the best quantization for Gemma The Writer N Restless Quill 10B Uncensored?
For Gemma The Writer N Restless Quill 10B Uncensored, Q4_K_M (7 GB) offers the best balance of quality and VRAM usage. Q5_K_S (7.9 GB) provides better quality if you have the VRAM. The smallest option is Q2_K at 5.2 GB.
VRAM requirement by quantization
Q2_K5.2 GBQ4_06.0 GBQ4_K_M ★7.0 GBQ5_K_S7.9 GBQ5_K_M8.1 GBBF1621.0 GB★ Recommended — best balance of quality and VRAM usage.
- Can I run Gemma The Writer N Restless Quill 10B Uncensored on a Mac?
Gemma The Writer N Restless Quill 10B Uncensored requires at least 5.2 GB at Q2_K, which exceeds the unified memory of most consumer Macs. You would need a Mac Studio or Mac Pro with a high-memory configuration.
- Can I run Gemma The Writer N Restless Quill 10B Uncensored locally?
Yes — Gemma The Writer N Restless Quill 10B Uncensored can run locally on consumer hardware. At Q4_K_M quantization it needs 7 GB of VRAM. Popular tools include Ollama, LM Studio, and llama.cpp.
- How fast is Gemma The Writer N Restless Quill 10B Uncensored?
At Q4_K_M, Gemma The Writer N Restless Quill 10B Uncensored can reach ~629 tok/s on AMD Instinct MI350X. On NVIDIA GeForce RTX 4090: ~94 tok/s. Speed depends mainly on GPU memory bandwidth. Real-world results typically within ±20%.
tok/s = (bandwidth GB/s ÷ model GB) × efficiency
Example: NVIDIA B200 → 8000 ÷ 7.0 × 0.65 = ~743 tok/s
Estimated speed at Q4_K_M (7 GB)
~743 tok/s~94 tok/s~743 tok/s~629 tok/sReal-world results typically within ±20%. Speed depends on batch size, quantization kernel, and software stack.
- What's the download size of Gemma The Writer N Restless Quill 10B Uncensored?
At Q4_K_M, the download is about 6.02 GB. The full-precision BF16 version is 20.07 GB. The smallest option (Q2_K) is 4.26 GB.
- Which GPUs can run Gemma The Writer N Restless Quill 10B Uncensored?
50 consumer GPUs can run Gemma The Writer N Restless Quill 10B Uncensored at Q4_K_M (7 GB). Top options include AMD Radeon RX 6700 XT, AMD Radeon RX 6800, AMD Radeon RX 6800 XT, AMD Radeon RX 7600. 37 GPUs have plenty of headroom for comfortable inference.
- Which devices can run Gemma The Writer N Restless Quill 10B Uncensored?
59 devices with unified memory can run Gemma The Writer N Restless Quill 10B Uncensored at Q4_K_M (7 GB), including AMD Ryzen AI 9 HX 370 (Strix Point) Laptop, ASUS Ascent GX10, Apple iPhone 17 Pro, Asus ROG Flow Z13 (2025, Ryzen AI Max+ 395, 128 GB). Apple Silicon Macs use unified memory shared between CPU and GPU, making them well-suited for local LLM inference.