# LLM Inference on OPT-125M

Source: [LLM Inference on OPT-125M](<https://www.sota2.com/research/sota/llm-inference-on-opt-125m>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-18T08:39:30.202Z

Evaluation of the inference performance and resource utilization metrics (including latency and storage overhead) when running the OPT-125M model.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | LLM Inference |
| Dataset (including any stated split) | OPT-125M |
| Metric | Latency (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Latency (ms)](<https://www.sota2.com/research/sota/llm-inference-on-opt-125m.md?metric=Latency%20(ms)>): Lower is better; unit: TIME.

- [Extra Storage](<https://www.sota2.com/research/sota/llm-inference-on-opt-125m.md?metric=Extra%20Storage>): Lower is better; unit: SIZE.

- [Latency Overhead (%)](<https://www.sota2.com/research/sota/llm-inference-on-opt-125m.md?metric=Latency%20Overhead%20(%25)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Latency (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| Baseline | 46.71 | Not recorded | 69ba31870636e5bf4afc07b5 |
| RoR | 52.28 | Not recorded | 69ba31870636e5bf4afc07b5 |
| RADAR | 76.2 | Not recorded | 69ba31870636e5bf4afc07b5 |
| FaR | 204.15 | Not recorded | 69ba31870636e5bf4afc07b5 |

### Baseline

Latency (ms): 46.71. Result ID: 69ba64a447f34ce924a457b7.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31870636e5bf4afc07b5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RoR

Latency (ms): 52.28. Result ID: 69ba64a447f34ce924a457ba.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31870636e5bf4afc07b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31870636e5bf4afc07b5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RADAR

Latency (ms): 76.2. Result ID: 69ba64a447f34ce924a457b9.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31870636e5bf4afc07b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf21e209131cea31162.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### FaR

Latency (ms): 204.15. Result ID: 69ba64a447f34ce924a457b8.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31870636e5bf4afc07b5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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