SQLCoder 7B needs ~26.3 GB VRAM. AMD Instinct MI300X 192GB has 192.0 GB. With Q4_K_M quantization, expect ~98 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
98.0 tok/s
TTFT
1976 ms
Safe context
8K
Memory
26.3 GB / 192.0 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 | A | Runs well | 98.0 tok/s | 1078 ms | 8K |
| Coding | A | Runs well | 98.0 tok/s | 1976 ms | 8K |
| Agentic Coding | A | Runs well | 98.0 tok/s | 2873 ms | 8K |
| Reasoning | A | Runs well | 98.0 tok/s | 2335 ms | 8K |
| RAG | A | Runs well | 98.0 tok/s | 3592 ms | 8K |
How SQLCoder 7B (7B params) fits at each quantization level on AMD Instinct MI300X 192GB (192.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 2.7 GB | Low | B67 |
Q3_K_S | 3 | 3.4 GB | Low | B67 |
NVFP4 | 4 |
Copy-paste commands to run SQLCoder 7B on your machine.
Run
ollama run sqlcoderYour hardware
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
| 123B | S | 59.9 tok/s | ||
| 30.5B | S |
Yes, AMD Instinct MI300X 192GB can run SQLCoder 7B with a A grade (Runs well). Expected decode speed: 98.0 tok/s.
SQLCoder 7B (7B parameters) requires approximately 26.3 GB of memory with Q4_K_M quantization.
The recommended quantization for SQLCoder 7B is Q4_K_M, which balances quality and memory efficiency.
On AMD Instinct MI300X 192GB, SQLCoder 7B achieves approximately 98.0 tokens per second decode speed with a time-to-first-token of 1976ms using Q4_K_M quantization.
For coding workloads, SQLCoder 7B on AMD Instinct MI300X 192GB receives a A grade with 98.0 tok/s and 8K context.
On AMD Instinct MI300X 192GB, SQLCoder 7B can safely use up to 8K tokens of context. The model's official context limit is 8K, 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/sqlcoder-7b-on-instinct-mi300x-192gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
3.9 GB |
| Medium |
| B67 |
Q4_K_M | 4 | 4.3 GB | Medium | B67 |
Q5_K_M | 5 | 5.0 GB | High | B67 |
Q6_K | 6 | 5.7 GB | High | B67 |
Q8_0 | 8 | 7.5 GB | Very High | B67 |
F16Best for your GPU | 16 | 14.3 GB | Maximum | B67 |
| 625.1 tok/s |
| 27B | S | 271.1 tok/s |
| 27B | S | 169 tok/s |
| 122B | S | 166.2 tok/s |