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Qwen2.5-Coder-1.5B-8bit

mlx-community/Qwen2.5-Coder-1.5B-8bit
Text generation · transformers
8-bit Open on Hugging Face
Parameters
1.5B
Weights (est.)
≈ 1.6 GB
Mac memory (est.)
8 GB+

Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.

Run it

With mlx-lm on an Apple silicon Mac:

pip install mlx-lmmlx_lm.generate --model mlx-community/Qwen2.5-Coder-1.5B-8bit --prompt "Hello"

Details

Base model
Qwen/Qwen2.5-1.5B (finetune)
Vendor
Qwen
Task
Text generation
Quantisation
8-bit
Licence
apache-2.0
Downloads
227 in the last 30 days · 11K all time · 0 likes
Published
2024-09-18 · updated 2024-09-18 (2y ago)
Languages
en
Tags
qwen2, code, qwen, qwen-coder, codeqwen

Other MLX builds of Qwen/Qwen2.5-1.5B

Build Quantisation Weights Mac memory Downloads
Josiefied-Qwen2.5-1.5B-Instruct-abliterated-v1-2bit 2-bit ≈ 483 MB 8 GB+ 48
Qwen2.5-1.5B-Instruct-4bit 4-bit ≈ 869 MB 8 GB+ 11K
Qwen2.5-Coder-1.5B-4bit 4-bit ≈ 869 MB 8 GB+ 1.3K
Josiefied-Qwen2.5-1.5B-Instruct-abliterated-v1-4bit 4-bit ≈ 869 MB 8 GB+ 103
Qwen2.5-Math-1.5B-4bit 4-bit ≈ 869 MB 8 GB+ 35
Qwen2.5-Coder-1.5B-8bit (this one) 8-bit ≈ 1.6 GB 8 GB+ 227
Qwen2.5-1.5B-Instruct-8bit 8-bit ≈ 1.6 GB 8 GB+ 145
Josiefied-Qwen2.5-1.5B-Instruct-abliterated-v1-8bit 8-bit ≈ 1.6 GB 8 GB+ 45
Qwen2.5-Math-1.5B-8bit 8-bit ≈ 1.6 GB 8 GB+ 38
Qwen2.5-1.5B-Instruct-bf16 bf16 ≈ 3.1 GB 8 GB+ 298
Qwen2.5-Coder-1.5B-bf16 bf16 ≈ 3.1 GB 8 GB+ 144
Josiefied-Qwen2.5-1.5B-Instruct-abliterated-v1-f16 — ≈ 3.1 GB 8 GB+ 44
Qwen2.5-Math-1.5B-bf16 bf16 ≈ 3.1 GB 8 GB+ 43