metadata
license: other
license_name: deepseek-license
base_model: deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct
tags:
- code
- math
- quantized
- nf4
- moe
library_name: transformers
pipeline_tag: text-generation
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