Ant Group/Mixture of Experts

ALing-lite 16.8B

chat
16.8B
Parameters (2.4B active)
32K
Context length
0
Benchmarks
10
Quantizations
1K
HF downloads
Architecture
MoE
Released
2025-02-28
Layers
28
KV Heads
4
Head Dim
128
Family
other

Quantization Options

QuantBitsVRAMQuality
Q3_K_M48.9 GBlow
Q3_K_L4.39.5 GBmoderate
IQ4_XS4.469.9 GBmoderate
Q4_K_S4.6710.3 GBmoderate
Q4_K_M4.8910.8 GBgood
Q5_K_S5.5712.2 GBgood
Q5_K_M5.712.5 GBgood
Q6_K6.5614.3 GBexcellent
Q8_08.518.3 GBlossless
FP161634.1 GBlossless

Select your GPU above to see speed estimates and compatibility for each quantization.

Run this model

Easiest way to get starteddocs →
curl -fsSL https://ollama.com/install.sh | sh
$ollama run other:16b-q4_k_m

Downloads and runs automatically. Add --verbose for speed stats.

Setup guide

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

NVIDIA RTX 2080 Ti
11 GB VRAM • 616 GB/s
NVIDIA
$350
NVIDIA GTX 1080 Ti
11 GB VRAM • 484 GB/s
NVIDIA
$200
NVIDIA GeForce GTX 1080 Ti
11 GB VRAM • 484 GB/s
NVIDIA
NVIDIA GeForce RTX 2080 Ti
11 GB VRAM • 616 GB/s
NVIDIA
$225
NVIDIA RTX 5070
12 GB VRAM • 672 GB/s
NVIDIA
$549
NVIDIA RTX 4070 Ti
12 GB VRAM • 504 GB/s
NVIDIA
$799
NVIDIA RTX 4070 SUPER
12 GB VRAM • 504 GB/s
NVIDIA
$599
NVIDIA RTX 4070
12 GB VRAM • 504 GB/s
NVIDIA
$549
NVIDIA RTX 3080 Ti
12 GB VRAM • 912 GB/s
NVIDIA
$550
NVIDIA RTX 3080 12GB
12 GB VRAM • 912 GB/s
NVIDIA
$599
NVIDIA RTX 3060 12GB
12 GB VRAM • 360 GB/s
NVIDIA
$329
AMD RX 7700 XT
12 GB VRAM • 432 GB/s
AMD
$449
AMD RX 6700 XT
12 GB VRAM • 384 GB/s
AMD
$344
AMD RX 6750 XT
12 GB VRAM • 432 GB/s
AMD
$299
Intel Arc B580
12 GB VRAM • 456 GB/s
INTEL
$249
NVIDIA Tesla K40c
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K40d
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K40m
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K40s
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K40st
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K40t
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla K80
12 GB VRAM • 241 GB/s
NVIDIA
NVIDIA Tesla M40
12 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla P100 PCIe 12 GB
12 GB VRAM • 549 GB/s
NVIDIA
NVIDIA GeForce RTX 2060 12 GB
12 GB VRAM • 336 GB/s
NVIDIA
$140
NVIDIA GeForce RTX 3060 12 GB
12 GB VRAM • 360 GB/s
NVIDIA
$329
NVIDIA GeForce RTX 3060 12 GB GA104
12 GB VRAM • 360 GB/s
NVIDIA
$329
NVIDIA GeForce RTX 3080 Ti
12 GB VRAM • 912 GB/s
NVIDIA
$1199
NVIDIA RTX A2000 12 GB
12 GB VRAM • 288 GB/s
NVIDIA
$550
AMD Radeon RX 6700 XT
12 GB VRAM • 384 GB/s
AMD
$250

Find the best GPU for Ling-lite 16.8B

Build Hardware for Ling-lite 16.8B

Ling-lite 16.8B16.8B Parameter Mixture of Experts LLM

Model Specifications

Parameters
16.8B (2.4B active)
Architecture
Mixture of Experts
Context Length
32K tokens
Capabilities
chat
Release Date
2025-02-28
Provider
Ant Group
Family
other

VRAM Requirements

QuantizationBPWVRAMQuality
Q3_K_M48.9 GB88%
Q3_K_L4.39.5 GB90%
IQ4_XS4.469.9 GB92%
Q4_K_S4.6710.3 GB93%
Q4_K_M4.8910.8 GB94%
Q5_K_S5.5712.2 GB96%
Q5_K_M5.712.5 GB96%
Q6_K6.5614.3 GB97%
Q8_08.518.3 GB100%
FP161634.1 GB100%

How to Run Ling-lite 16.8B

Run Ling-lite 16.8B locally with Ollama (needs 10.8 GB VRAM at Q4_K_M):

ollama run other:16b

Compatible GPUs (30)

GPUs that can run Ling-lite 16.8B at Q4_K_M quantization: