OpenCaption-2B-VL-SFT-v1.0 I1-Q3_K_L

This file is exactly 1,003,503,072 bytes — 0.93 GiB / 1.00 GB at an effective 3.773 bits per weight. The nominal rate for I1-Q3_K_L is lower; mixed-precision tensors make the real figure higher, always.

From the file· 1 file(s), summed

Get it

0.93 GiB · 1 file
llama.cpp
llama-cli -hf mradermacher/OpenCaption-2B-VL-SFT-v1.0-i1-GGUF:I1-Q3_K_L

Downloads and runs in one step, resolving the quantization by name.

Hugging Face CLI
hf download mradermacher/OpenCaption-2B-VL-SFT-v1.0-i1-GGUF OpenCaption-2B-VL-SFT-v1.0.i1-Q3_K_L.gguf
Direct download

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Size
0.93 GiB
1.00 GB
Effective bpw
3.773
from real bytes ÷ params
Tensors
Header
GGUF metadata

Fit by accelerator

AcceleratorMemoryTotal @4KTotal @32KFitstok/s @4K
Arc A310 4GB4 GB2.17 GiB5.23 GiByes4K only46±30%
Arc A350M 4GB4 GB2.17 GiB5.23 GiByes4K only42±30%
Arc A370M 4GB4 GB2.17 GiB5.23 GiByes4K only42±30%
Arc A530M 4GB4 GB2.17 GiB5.23 GiByes4K only77±30%
Arc Pro A30M 4GB4 GB2.17 GiB5.23 GiByes4K only42±30%
Radeon Pro W64004 GB2.27 GiB5.33 GiByes4K only56±26.5%
Radeon RX 64004 GB2.27 GiB5.33 GiByes4K only56±26.5%
Radeon RX 6500 XT4 GB2.27 GiB5.33 GiByes4K only62±26.5%
RTX A4004 GB2.37 GiB5.43 GiByes4K only39±22%
Arc A380 6GB6 GB2.17 GiB5.23 GiByes66±30%
Arc Pro A40 6GB6 GB2.17 GiB5.23 GiByes68±30%
Arc Pro A50 6GB6 GB2.17 GiB5.23 GiByes68±30%
GeForce RTX 20606 GB2.17 GiB5.23 GiByes159±12.9%
GeForce RTX 30506 GB2.17 GiB5.23 GiByes84±12.9%
GeForce RTX 3060 OEM6 GB2.17 GiB5.23 GiByes159±12.9%
RTX A20006 GB2.37 GiB5.43 GiByes113±22%
Apple M18 GB1.92 GiB4.98 GiByes34±8.3%
Apple M28 GB1.92 GiB4.98 GiByes46±8.3%
Apple M38 GB1.92 GiB4.98 GiByes46±8.3%
Apple M48 GB1.92 GiB4.98 GiByes52±8.3%
Arc A530M 8GB8 GB2.17 GiB5.23 GiByes77±30%
Arc A550M 8GB8 GB2.17 GiB5.23 GiByes77±30%
Arc A570M 8GB8 GB2.17 GiB5.23 GiByes77±30%
Arc A580 8GB8 GB2.17 GiB5.23 GiByes147±30%
Spec sheetPredictedwhat these mean

Memory at context

ContextWeightsKV (f16)KV (q8_0)Working bufferTotal (f16)
4,0960.93 GiB0.44 GiB0.23 GiB0.29 GiB1.67 GiB
8,1920.93 GiB0.88 GiB0.46 GiB0.29 GiB2.10 GiB
16,3840.93 GiB1.75 GiB0.93 GiB0.29 GiB2.98 GiB
32,7680.93 GiB3.50 GiB1.86 GiB0.29 GiB4.73 GiB
65,5360.93 GiB7.00 GiB3.72 GiB0.29 GiB8.23 GiB
131,0720.93 GiB14.00 GiB7.44 GiB0.29 GiB15.23 GiB
From the filePredictedwhat these mean

Quantizing the KV cache to q8_0 is a roughly 2× lever on the dominant term at long context, and it is the single most useful setting most local users never touch. Totals here exclude the allocator reserve your driver takes, which is hardware-specific — the per-accelerator table above includes it.