RTX PRO 6000 Blackwell Workstation Edition 96GBBudget pick1792 GB/s (+992)
C
Raises estimated decode speed by about 241%.35.8 tok/s decode
Raises estimated decode speed by about 241%.
~$9,999 MSRP
Solar Open 69B REAP i1 needs ~64.9 GB VRAM. Mac Studio M1 Ultra 128GB has 92.2 GB. With Q4_K_M quantization, expect ~11 tok/s.
Operating mode
Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.
Current mode
Balanced
Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
Select quantization to explore
Fit status
Runs well
Decode
10.5 tok/s
TTFT
18520 ms
Safe context
70K
Memory
64.9 GB / 92.2 GB
This setup is broadly balanced for this model.
Shared-memory contention still exists
The OS, browser, and inference runtime all compete for the same physical memory pool, so real-world headroom is less forgiving than raw capacity suggests.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | C | Runs well | 10.5 tok/s | 10102 ms | 70K |
| Coding | C | Runs well | 10.5 tok/s | 18520 ms | 70K |
| Agentic Coding | C | Runs well | 10.5 tok/s | 26938 ms | 70K |
| Reasoning | C | Runs well | 10.5 tok/s | 21887 ms | 70K |
| RAG | C | Runs well | 10.5 tok/s | 33672 ms | 70K |
How Solar Open 69B REAP i1 (69B params) fits at each quantization level on Mac Studio M1 Ultra 128GB (92.2 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 26.9 GB | Low | C42 |
Q3_K_S | 3 | 33.8 GB | Low | C44 |
NVFP4 | 4 |
Copy-paste commands to run Solar Open 69B REAP i1 on your machine.
Run
lms load hf-mradermacher--solar-open-69b-reap-i1-gguf && lms server startUpgrade options
RTX PRO 6000 Blackwell Workstation Edition 96GBBudget pickRaises estimated decode speed by about 241%.
~$9,999 MSRP
RTX PRO 6000 Blackwell Server Edition 96GBBest valueRaises estimated decode speed by about 204%.
~$9,999 MSRP
Yes, Mac Studio M1 Ultra 128GB can run Solar Open 69B REAP i1 with a C grade (Runs well). Expected decode speed: 10.5 tok/s.
Solar Open 69B REAP i1 (69B parameters) requires approximately 64.9 GB of memory with Q4_K_M quantization.
The recommended quantization for Solar Open 69B REAP i1 is Q4_K_M, which balances quality and memory efficiency.
On Mac Studio M1 Ultra 128GB, Solar Open 69B REAP i1 achieves approximately 10.5 tokens per second decode speed with a time-to-first-token of 18520ms using Q4_K_M quantization.
For coding workloads, Solar Open 69B REAP i1 on Mac Studio M1 Ultra 128GB receives a C grade with 10.5 tok/s and 70K context.
On Mac Studio M1 Ultra 128GB, Solar Open 69B REAP i1 can safely use up to 70K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.
Paste this snippet into any page to show a live fit card.
<iframe src="https://willitrunai.com/embed/hf-mradermacher--solar-open-69b-reap-i1-gguf-on-m1-ultra-128gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
38.6 GB |
| Medium |
| C45 |
Q4_K_M | 4 | 42.1 GB | Medium | C46 |
Q5_K_M | 5 | 49.7 GB | High | C47 |
Q6_K | 6 | 56.6 GB | High | C48 |
Q8_0Best for your GPU | 8 | 73.8 GB | Very High | C48 |
F16 | 16 | 141.5 GB | Maximum | F0 |
Not always. Mac Studio M1 Ultra 128GB can often fit larger models thanks to unified memory, but a discrete GPU with dedicated high-bandwidth VRAM may still decode faster once the model fits. For this combination, the important distinction is capacity versus sustained throughput.