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deepseek-coder-v2-lite-nf4
aphoticshaman/deepseek-coder-v2-lite-nf4
deepseek-coder-v2-lite-nf4 is a text generation model from aphoticshaman. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
NF4 quantized DeepSeek-Coder-V2-Lite-Instruct for AIMO3 tool-integrated reasoning.
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356
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15.7B
8.7 GB on disk
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.safetensors8.7 GB · 100%
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U815.8B · 97%
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Model card
From the Hugging Face model README
DeepSeek-Coder-V2-Lite-NF4
NF4 quantized DeepSeek-Coder-V2-Lite-Instruct for AIMO3 tool-integrated reasoning.
Key Specs
| Spec | Value |
|---|---|
| Total Params | 16B |
| Active Params | 2.4B (MoE) |
| Context Length | 128K |
| VRAM (NF4) | ~10GB |
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
import torch
bnb_config = BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type="nf4",
bnb_4bit_compute_dtype=torch.bfloat16,
)
model = AutoModelForCausalLM.from_pretrained(
"aphoticshaman/deepseek-coder-v2-lite-nf4",
quantization_config=bnb_config,
device_map="auto",
trust_remote_code=True,
)
tokenizer = AutoTokenizer.from_pretrained("aphoticshaman/deepseek-coder-v2-lite-nf4")
Author
Ryan J Cardwell (Archer Phoenix) - AIMO3 Competitor
- Task
- Text Generation
- Library
- transformers
- Type
- deepseek_v2
- License
- other
- Created
- Dec 7, 2025
- Updated
- Dec 7, 2025