Macaron V1 Preview 744B Merged — Hardware Requirements & GPU Compatibility
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Macaron V1 Preview 744B Merged is a 753.9B-parameter open language model from mindlab-research. It supports a context window of up to 202,752 tokens. At BF16 it needs about 1511.95 GB of VRAM — see which GPUs and Macs can run it below.
22 downloads
4 likesSpecifications
- Publisher
- mindlab-research
- Parameters
- 753.9B
- Architecture
- GlmMoeDsaForCausalLM
- Context Length
- 202,752 tokens
- Vocabulary Size
- 154,880
- Release Date
- 2026-06-05
- License
- MIT
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How Much VRAM Does Macaron V1 Preview 744B Merged Need?
Select a quantization to see compatible GPUs below.
| Quantization | Bits | VRAM | + Context | File Size | Quality |
|---|---|---|---|---|---|
| BF16est. | 16.00 | 1512.0 GB | 1896.7 GB | 1507.73 GB | Brain floating point 16 — preferred for training |
est.= calculated VRAM estimate; no published GGUF file found for that quantization yet. Other rows are verified against real community uploads.
Which GPUs Can Run Macaron V1 Preview 744B Merged?
BF16 · 1512.0 GBMacaron V1 Preview 744B Merged (BF16) requires 1512.0 GB of VRAM to load the model weights. For comfortable inference with headroom for KV cache and system overhead, 1966+ GB is recommended. Using the full 203K context window can add up to 384.7 GB, bringing total usage to 1896.7 GB. No single GPU has enough memory — multi-GPU or cluster setups are needed.
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Frequently Asked Questions
- How much VRAM does Macaron V1 Preview 744B Merged need?
Macaron V1 Preview 744B Merged requires 1512.0 GB of VRAM at BF16. Full 203K context adds up to 384.7 GB (1896.7 GB total).
VRAM = Weights + KV Cache + Overhead
Weights = 753.9B × 16 bits ÷ 8 = 1507.7 GB
KV Cache + Overhead ≈ 4.3 GB (at 2K context + ~0.3 GB framework)
KV Cache + Overhead ≈ 389 GB (at full 203K context)
VRAM usage by quantization
BF161512.0 GBBF16 + full context1896.7 GB- Can NVIDIA GeForce RTX 5090 run Macaron V1 Preview 744B Merged?
No — Macaron V1 Preview 744B Merged requires at least 1512.0 GB at BF16, which exceeds the NVIDIA GeForce RTX 5090's 32 GB of VRAM.
- Can I run Macaron V1 Preview 744B Merged on a Mac?
Macaron V1 Preview 744B Merged requires at least 1512.0 GB at BF16, which exceeds the unified memory of most consumer Macs. You would need a Mac Studio or Mac Pro with a high-memory configuration.
- Can I run Macaron V1 Preview 744B Merged locally?
Yes — Macaron V1 Preview 744B Merged can run locally on consumer hardware. At BF16 quantization it needs 1512.0 GB of VRAM. Popular tools include Ollama, LM Studio, and llama.cpp.
- What's the download size of Macaron V1 Preview 744B Merged?
At BF16, the download is about 1507.73 GB.
- Which GPUs can run Macaron V1 Preview 744B Merged?
No single consumer GPU has enough VRAM to run Macaron V1 Preview 744B Merged at BF16 (1512.0 GB). Multi-GPU or professional hardware is required.
- Which devices can run Macaron V1 Preview 744B Merged?
Macaron V1 Preview 744B Merged requires at least 1512.0 GB at BF16, which exceeds the unified memory of most consumer devices. A high-memory Mac Studio, Mac Pro, or multi-GPU desktop setup is recommended.