You can deploy this model and start earning money today!

Abiray/
BitCPM4-CANN-1B-GGUF

Name: BitCPM4-CANN-1B-GGUF
Availability: InStock

openbmb/BitCPM-CANN-1B

Views

No views yet

Abiray/BitCPM4-CANN-1B-GGUF

This repository contains quantized GGUF formats of the openbmb/BitCPM4-CANN-1B model, heavily optimized for local inference using llama.cpp, text-generation-webui, LM Studio, Ollama, and other compatible backend frameworks.

Model Information

Original Model: openbmb/BitCPM4-CANN-1B
Architecture: BitCPM (1 Billion Parameters)

Available Files & Hardware Compatibility

The following quantization formats are available. Because this is a 1-Billion parameter model, it is highly efficient and can easily run on consumer CPUs, ultra-low-end hardware, and mobile devices.

Filename	Quant Type	File Size	Description
BitCPM4-CANN-1B-Q8_0.gguf	8-bit	1.73 GB	Highest quality, almost indistinguishable from the unquantized base model. Very fast inference.
BitCPM4-CANN-1B-Q6_K.gguf	6-bit	1.33 GB	Excellent quality with near-zero noticeable degradation. Highly recommended.
BitCPM4-CANN-1B-Q5_K_M.gguf	5-bit	1.16 GB	Great balance of file size, text generation speed, and logic retention.
BitCPM4-CANN-1B-Q5_K_S.gguf	5-bit	1.14 GB	Minor variant of `Q5_K_M` optimized slightly more for size.
BitCPM4-CANN-1B-Q4_K_M.gguf	4-bit	1.00 GB	Recommended. The ideal sweet-spot for 4-bit formats, striking an incredible performance-to-size ratio.
BitCPM4-CANN-1B-Q4_K_S.gguf	4-bit	958 MB	Extremely small and fast. Drops below the 1GB mark, making it perfect for lightweight deployments.
BitCPM4-CANN-1B-Q3_K_M.gguf	3-bit	824 MB	Maximum compression. Use only if working under severe memory bottlenecks.

How to Run

Using `llama.cpp` (Command Line)

If you have compiled llama.cpp, you can run the model directly from your terminal. Replace the filename with the specific version you downloaded:

bash

./llama-cli \
  -m BitCPM4-CANN-1B-Q4_K_M.gguf \
  -p "Explain the concept of artificial intelligence to a five-year-old." \
  -n 256 \
  -c 2048 \
  --temp 0.7

Abiray/BitCPM4-CANN-1B-GGUF

Abiray/BitCPM4-CANN-1B-GGUF

Model Information

Available Files & Hardware Compatibility

How to Run

Using llama.cpp (Command Line)

Abiray/
BitCPM4-CANN-1B-GGUF

Using `llama.cpp` (Command Line)