Can I Run Bonsai 27B on NVIDIA GeForce RTX 3070 Ti?
Autor: Jakub Rusinowski · Ostatnia aktualizacja: 29 września 2026
Yes, comfortably — 1-bit Bonsai 27B at 1-bit (binary, ~1.125 bpw) needs 6.3 GB at 8K context (3.8 GB weights + 2.5 GB KV cache/overhead), leaving ~1.7 GB of the NVIDIA GeForce RTX 3070 Ti's 8 GB, at ~69 tok/s (est.), with room for up to 8K context.
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NVIDIA GeForce RTX 3070 Ti Specs
| VRAM | 8 GB |
| Memory Bandwidth | 608 GB/s |
1-bit Bonsai 27B on the NVIDIA GeForce RTX 3070 Ti: VRAM by quantization
| Quant | VRAM needed | Fits 8 GB? | Max context | Whole PC |
|---|---|---|---|---|
| 1-bit (binary, ~1.125 bpw) | 6.3 GB | ✓ Yes | 8K | — |
Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 8 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
Context costs VRAM too. At 1-bit (binary, ~1.125 bpw) on the NVIDIA GeForce RTX 3070 Ti: 8K 6.3 GB · 32K 11.6 GB ✗ · 128K 32.5 GB ✗. Past 32K it no longer fits 8 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
No compatible GPU? 1-bit Bonsai 27B on 16 GB of system RAM, CPU only: runs comfortably.
Bonsai 27B Sizes That Fit the NVIDIA GeForce RTX 3070 Ti (at 8K context)
| 1-bit Bonsai 27B | 1-bit (binary, ~1.125 bpw) · 6.3 GB at 8K context · ~69 tok/s (est.) |
At 2 hrs/day, buying (~$599) beats renting at $0.34/hr after about 2.4 years.
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
FAQ
Does the NVIDIA GeForce RTX 3070 Ti have enough VRAM for Bonsai 27B?
Yes, comfortably — 1-bit Bonsai 27B at 1-bit (binary, ~1.125 bpw) needs 6.3 GB at 8K context (3.8 GB weights + 2.5 GB KV cache/overhead), leaving ~1.7 GB of the NVIDIA GeForce RTX 3070 Ti's 8 GB, at ~69 tok/s (est.), with room for up to 8K context.
Which quantization of Bonsai 27B should I use on the NVIDIA GeForce RTX 3070 Ti?
1-bit Bonsai 27B at 1-bit (binary, ~1.125 bpw) quantization needs 6.3 GB at 8K context (3.8 GB weights + 2.5 GB KV cache/overhead), estimated ~69 tokens/sec, up to 8K context.
Every Bonsai 27B size on the NVIDIA GeForce RTX 3070 Ti
| Size | VRAM at 8K | Verdict | Speed |
|---|---|---|---|
| Ternary Bonsai 27B | 8.3 GB | Does not fit | — |
| 1-bit Bonsai 27B | 6.3 GB | Runs | ~69 tok/s |
Bonsai 27B on Other GPUs
- Bonsai 27B on NVIDIA GeForce RTX 5060 Ti 8GB
- Bonsai 27B on NVIDIA GeForce RTX 5060
- Bonsai 27B on NVIDIA GeForce RTX 4060
- Bonsai 27B on NVIDIA GeForce RTX 3070
- Bonsai 27B on AMD Radeon RX 9060 XT 8GB
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VRAM Tier
Troubleshooting
Buying Guide
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