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MultiVerse_70B

General model by mtsair · 72.29B parameters

Chip
Unified Memory
Bandwidth 307 GB/s 16-core GPU, the lowest of 2 bins at this memory
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro, Mac mini M5 Pro

Won't fit

MultiVerse_70B needs at least 24.9 GiB, more than the 20.6 GiB available for models, so it needs a Mac with more memory.

Download free and find one that fitsThe picker works offline once installed.

Specifications

Parameters72.3B
Architecturellama
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM40.4 GB
HuggingFace Downloads8,373

GGUF Sources

Quantization Options

Unvalidated forecasts for an 8K text context under a declared full-GPU scenario, at the lowest GPU bin sold with the chosen memory. Memory is reported as its components: exact artifact bytes and a KV allocation derived from a declared attention layout where the catalog carries them, a parameter proxy with no error bound where it does not, and the runtime's working memory, which a browser cannot measure. A fit is confirmed only when every component is known, so a model whose known memory fits reads "Fit unconfirmed" until ToolPiper measures it on your Mac, and one whose known memory alone exceeds the budget reads "Won't fit". Estimated speed ignores prompt length and prefill, and can overstate long-context performance. No measured speed error range is available. The recommendation score weighs declared preferences, not measured answer quality, and becomes a range where evidence is missing.

QuantizationMemorySpeedVerdict
Q8_0 at least 70.7 GiB ~2 tok/s · Estimated Won't fit
Q6_K at least 53.9 GiB ~3 tok/s · Estimated Won't fit
Q5_K_M at least 45.8 GiB ~3 tok/s · Estimated Won't fit
Q4_K_M at least 39.0 GiB ~4 tok/s · Estimated Won't fit
Q3_K_M at least 32.3 GiB ~5 tok/s · Estimated Won't fit
Q2_K at least 24.9 GiB ~6 tok/s · Estimated Won't fit

Which Mac Can Run MultiVerse_70B?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Unvalidated forecasts for an 8K text context under a declared full-GPU scenario, at the lowest GPU bin sold with the chosen memory. Memory is reported as its components: exact artifact bytes and a KV allocation derived from a declared attention layout where the catalog carries them, a parameter proxy with no error bound where it does not, and the runtime's working memory, which a browser cannot measure. A fit is confirmed only when every component is known, so a model whose known memory fits reads "Fit unconfirmed" until ToolPiper measures it on your Mac, and one whose known memory alone exceeds the budget reads "Won't fit". Estimated speed ignores prompt length and prefill, and can overstate long-context performance. No measured speed error range is available. The recommendation score weighs declared preferences, not measured answer quality, and becomes a range where evidence is missing.

Minimum Mac

MacBook Pro 14" — M5 Max 36GB

Q2_K · ~9 tok/s · 69% RAM · Fit unconfirmed

Known memory leaves the good-fit margin free; the runtime's working memory is not measured.

MacQuanttok/sRAM %
MacBook Pro 14" · M5 Max 36GB Q2_K ~9 69%
MacBook Pro 16" · M5 Max 36GB Q2_K ~9 69%
Mac Studio · M5 Max 36GB Q2_K ~9 69%
Mac Studio · M5 Ultra 96GB Q8_0 ~9 74%
Mac Studio · M5 Ultra 256GB Q8_0 ~9 28%
Mac Studio · M5 Ultra 512GB Q8_0 ~9 14%
MacBook Pro 14" · M4 Max 36GB Q2_K ~8 69%
MacBook Pro 16" · M4 Max 36GB Q2_K ~8 69%
Mac Studio · M4 Max 36GB Q2_K ~8 69%
MacBook Pro 14" · M1 Max 32GB Q2_K ~8 78%
MacBook Pro 14" · M2 Max 32GB Q2_K ~8 78%
MacBook Pro 16" · M1 Max 32GB Q2_K ~8 78%
MacBook Pro 16" · M2 Max 32GB Q2_K ~8 78%
Mac Studio · M1 Max 32GB Q2_K ~8 78%
Mac Studio · M2 Max 32GB Q2_K ~8 78%
MacBook Pro 14" · M5 Max 48GB Q4_K_M ~8 81%
MacBook Pro 16" · M5 Max 48GB Q4_K_M ~8 81%
Mac Studio · M5 Max 48GB Q4_K_M ~8 81%
Mac Studio · M1 Ultra 64GB Q6_K ~8 84%
Mac Studio · M2 Ultra 64GB Q6_K ~8 84%
MacBook Pro 14" · M4 Max 48GB Q4_K_M ~7 81%
MacBook Pro 16" · M4 Max 48GB Q4_K_M ~7 81%
Mac Studio · M4 Max 48GB Q4_K_M ~7 81%
MacBook Pro 14" · M3 Max 36GB Q2_K ~6 69%
MacBook Pro 16" · M3 Max 36GB Q2_K ~6 69%
Mac Studio · M3 Ultra 96GB Q8_0 ~6 74%
Mac Studio · M3 Ultra 256GB Q8_0 ~6 28%
Mac Studio · M3 Ultra 512GB Q8_0 ~6 14%
MacBook Pro 14" · M5 Max 64GB Q6_K ~6 84%
MacBook Pro 16" · M5 Max 64GB Q6_K ~6 84%
Mac Studio · M5 Max 64GB Q6_K ~6 84%
Mac Studio · M1 Ultra 128GB Q8_0 ~6 55%
Mac Studio · M2 Ultra 128GB Q8_0 ~6 55%
Mac Studio · M2 Ultra 192GB Q8_0 ~6 37%
MacBook Pro 14" · M3 Max 48GB Q4_K_M ~5 81%
MacBook Pro 16" · M3 Max 48GB Q4_K_M ~5 81%
MacBook Pro 14" · M4 Max 64GB Q6_K ~5 84%
MacBook Pro 16" · M4 Max 64GB Q6_K ~5 84%
Mac Studio · M4 Max 64GB Q6_K ~5 84%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~4 55%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~4 55%
Mac Studio · M5 Max 128GB Q8_0 ~4 55%
MacBook Pro 14" · M1 Pro 32GB Q2_K ~4 78%
MacBook Pro 14" · M2 Pro 32GB Q2_K ~4 78%
MacBook Pro 16" · M1 Pro 32GB Q2_K ~4 78%
MacBook Pro 16" · M2 Pro 32GB Q2_K ~4 78%
Mac mini · M2 Pro 32GB Q2_K ~4 78%
MacBook Pro 14" · M5 Pro 48GB Q4_K_M ~4 81%
MacBook Pro 16" · M5 Pro 48GB Q4_K_M ~4 81%
Mac mini · M5 Pro 48GB Q4_K_M ~4 81%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~4 55%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~4 55%
Mac Studio · M4 Max 128GB Q8_0 ~4 55%
MacBook Pro 14" · M1 Max 64GB Q6_K ~4 84%
MacBook Pro 14" · M2 Max 64GB Q6_K ~4 84%
MacBook Pro 14" · M3 Max 64GB Q6_K ~4 84%
MacBook Pro 16" · M1 Max 64GB Q6_K ~4 84%
MacBook Pro 16" · M2 Max 64GB Q6_K ~4 84%
MacBook Pro 16" · M3 Max 64GB Q6_K ~4 84%
Mac Studio · M1 Max 64GB Q6_K ~4 84%
Mac Studio · M2 Max 64GB Q6_K ~4 84%
MacBook Pro 14" · M4 Pro 48GB Q4_K_M ~4 81%
MacBook Pro 16" · M4 Pro 48GB Q4_K_M ~4 81%
Mac mini · M4 Pro 48GB Q4_K_M ~4 81%
Mac mini · M6 32GB Q2_K ~3 78%
MacBook Air · M5 32GB Q2_K ~3 78%
MacBook Pro 14" · M5 32GB Q2_K ~3 78%
MacBook Pro 14" · M3 Pro 36GB Q2_K ~3 69%
MacBook Pro 16" · M3 Pro 36GB Q2_K ~3 69%
MacBook Pro 14" · M5 Pro 64GB Q6_K ~3 84%
MacBook Pro 16" · M5 Pro 64GB Q6_K ~3 84%
Mac mini · M5 Pro 64GB Q6_K ~3 84%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~3 74%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~3 55%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~3 74%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~3 55%
Mac Studio · M2 Max 96GB Q8_0 ~3 74%
Mac mini · M4 Pro 64GB Q6_K ~3 84%
MacBook Air · M4 32GB Q2_K ~2 78%
MacBook Pro 14" · M4 32GB Q2_K ~2 78%
Mac mini · M4 32GB Q2_K ~2 78%
iMac · M4 32GB Q2_K ~2 78%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~2 74%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~2 74%
MacBook Pro 14" · M5 Pro 24GB 104%
MacBook Pro 16" · M5 Pro 24GB 104%
Mac mini · M5 Pro 24GB 104%
MacBook Pro 14" · M4 Pro 24GB 104%
MacBook Pro 16" · M4 Pro 24GB 104%
Mac mini · M4 Pro 24GB 104%
MacBook Pro 14" · M1 Pro 16GB 156%
MacBook Pro 14" · M2 Pro 16GB 156%
MacBook Pro 16" · M1 Pro 16GB 156%
MacBook Pro 16" · M2 Pro 16GB 156%
Mac mini · M2 Pro 16GB 156%
Mac mini · M6 24GB 104%
MacBook Air · M5 16GB 156%
MacBook Air · M5 24GB 104%
MacBook Pro 14" · M5 16GB 156%
MacBook Pro 14" · M5 24GB 104%
Mac mini · M6 16GB 156%
MacBook Pro 14" · M3 Pro 18GB 138%
MacBook Pro 16" · M3 Pro 18GB 138%
MacBook Air · M4 16GB 156%
MacBook Air · M4 24GB 104%
MacBook Pro 14" · M4 16GB 156%
MacBook Pro 14" · M4 24GB 104%
Mac mini · M4 16GB 156%
Mac mini · M4 24GB 104%
iMac · M4 16GB 156%
iMac · M4 24GB 104%
MacBook Air · M2 8GB 311%
MacBook Air · M2 16GB 156%
MacBook Air · M2 24GB 104%
MacBook Air · M3 8GB 311%
MacBook Air · M3 16GB 156%
MacBook Air · M3 24GB 104%
MacBook Pro 14" · M3 8GB 311%
MacBook Pro 14" · M3 16GB 156%
MacBook Pro 14" · M3 24GB 104%
Mac mini · M2 8GB 311%
Mac mini · M2 16GB 156%
Mac mini · M2 24GB 104%
iMac · M3 8GB 311%
iMac · M3 16GB 156%
iMac · M3 24GB 104%
MacBook Air · M1 8GB 311%
MacBook Air · M1 16GB 156%
Mac mini · M1 8GB 311%
Mac mini · M1 16GB 156%
iMac · M1 8GB 311%
iMac · M1 16GB 156%

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