Cohere - Dense - verified
Run Cohere Command R7B (12-2024) locally
Cohere Command R7B (12-2024) is a 8B dense model from Cohere with a 131K-token context window, released under CC BY-NC 4.0 (Cohere Labs) (commercial use is not allowed); the smallest listed download is 4.5 GB, the 4bit MLX build from mlx-community/c4ai-command-r7b-12-2024-4bit.
Official weights: CohereLabs/c4ai-command-r7b-12-2024
- Total params
- 8B
- Architecture
- Dense
- Context
- 131K
- Smallest download
- 4.5 GB
Fits in
Smallest download at most 85% of memoryDownloads
The official weights and every quantization listed for this model, with file sizes from Hugging Face.
| Download | Format | Size | Repo |
|---|---|---|---|
Official weights | BF16 | 16.1 GB | CohereLabs/c4ai-command-r7b-12-2024 |
Q4_K_M | GGUF | 5.1 GB | bartowski/c4ai-command-r7b-12-2024-GGUF |
Q8_0 | GGUF | 8.5 GB | bartowski/c4ai-command-r7b-12-2024-GGUF |
4bitSmallest listed | MLX | 4.5 GB | mlx-community/c4ai-command-r7b-12-2024-4bit |
GB is decimal: 1 GB = 10^9 bytes. Add memory for the context and the operating system on top of the file size.
Run it
Copied verbatim from the page linked under each command. Server commands from model cards often assume a multi-GPU node; check the flags before you run them.
Not sure which runtime to use? Compare local LLM runtimes by platform, API and features.
License
- License
- CC BY-NC 4.0 (Cohere Labs)
cc-by-nc-4.0 - Commercial use
- Commercial use: NoCommercial use is not allowed.
- Gated download
- Yes. Hugging Face asks you to accept the terms before downloading.
Worth knowing
Gated non-commercial download that ships without a system preamble, and the card recommends adding Cohere's conversational or instruct preamble.
Released (Hugging Face repo creation date).
FAQ
How big is the Cohere Command R7B (12-2024) download?
The official BF16 weights in CohereLabs/c4ai-command-r7b-12-2024 are 16.1 GB. The smallest listed download is 4.5 GB, the 4bit MLX build from mlx-community/c4ai-command-r7b-12-2024-4bit. Plan for more memory than the file size: the context (KV cache) and the operating system need room too.
Can I use Cohere Command R7B (12-2024) commercially?
Cohere Command R7B (12-2024) is released under CC BY-NC 4.0 (Cohere Labs), and commercial use is not allowed. The Hugging Face download is gated: you accept the license terms before it starts. The license text is at https://cohere.com/c4ai-cc-by-nc-license.
How much memory do I need for Cohere Command R7B (12-2024)?
By this directory's rule of thumb it fits in 8 GB and up: the smallest listed download, 4.5 GB, is at most 85% of 8 GB, which leaves room for the context and the operating system.
How do I run Cohere Command R7B (12-2024) with Ollama?
Run "ollama run command-r7b", as shown at https://ollama.com/library/command-r7b. The Ollama library lists the command-r7b:7b tag at 5.1GB.
What is the context length of Cohere Command R7B (12-2024)?
131,072 tokens. A longer context needs more memory for the KV cache, so you can run with a shorter one when memory is tight.
Sources
Last verified from the pages below.
- HF API (params, license, createdAt) - huggingface.co
- HF file tree - huggingface.co
- Model card (model page) - huggingface.co
- Ollama tags - ollama.com
- GGUF tree (bartowski) - huggingface.co
- MLX tree - huggingface.co
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