SOLAR 10.7B Instruct v1.0 uncensored needs ~10.7 GB VRAM. RX 7900 XT 20GB has 20.0 GB. With Q4_K_M quantization, expect ~74 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
73.5 tok/s
TTFT
2633 ms
Safe context
135K
Memory
10.7 GB / 20.0 GB
This setup is broadly balanced for this model.
No major red flags
This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | C | Runs well | 73.5 tok/s | 1436 ms | 135K |
| Coding | C | Runs well | 73.5 tok/s | 2633 ms | 135K |
| Agentic Coding | C | Runs well | 73.5 tok/s | 3829 ms | 135K |
| Reasoning | C | Runs well | 73.5 tok/s | 3111 ms | 135K |
| RAG | C | Runs well | 73.5 tok/s | 4786 ms | 135K |
How SOLAR 10.7B Instruct v1.0 uncensored (10.699999809265137B params) fits at each quantization level on RX 7900 XT 20GB (20.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 4.2 GB | Low | C46 |
Q3_K_S | 3 | 5.2 GB | Low | C47 |
NVFP4 | 4 | 6.0 GB | Medium | C47 |
Q4_K_M | 4 | 6.5 GB | Medium | C48 |
Q5_K_M | 5 | 7.7 GB | High | C49 |
Q6_K | 6 | 8.8 GB | High | C50 |
Q8_0Best for your GPU | 8 | 11.4 GB | Very High | C51 |
F16 | 16 | 21.9 GB | Maximum | F0 |
Copy-paste commands to run SOLAR 10.7B Instruct v1.0 uncensored on your machine.
Run
lms load hf-thebloke--solar-10-7b-instruct-v1-0-uncensored-gguf && lms server startYes, RX 7900 XT 20GB can run SOLAR 10.7B Instruct v1.0 uncensored with a C grade (Runs well). Expected decode speed: 73.5 tok/s.
SOLAR 10.7B Instruct v1.0 uncensored (10.699999809265137B parameters) requires approximately 10.7 GB of memory with Q4_K_M quantization.
The recommended quantization for SOLAR 10.7B Instruct v1.0 uncensored is Q4_K_M, which balances quality and memory efficiency.
On RX 7900 XT 20GB, SOLAR 10.7B Instruct v1.0 uncensored achieves approximately 73.5 tokens per second decode speed with a time-to-first-token of 2633ms using Q4_K_M quantization.
For coding workloads, SOLAR 10.7B Instruct v1.0 uncensored on RX 7900 XT 20GB receives a C grade with 73.5 tok/s and 135K context.
On RX 7900 XT 20GB, SOLAR 10.7B Instruct v1.0 uncensored can safely use up to 135K 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-thebloke--solar-10-7b-instruct-v1-0-uncensored-gguf-on-rx-7900-xt-20gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview: