MLX Vulkan Back End
The MLX Vulkan backend has released benchmark results showcasing its performance. The data includes various models and their corresponding metrics such as TPS and peak memory usage. Detailed results can be found in the provided benchmarks file.
- ▪The benchmarks include results from AMD Radeon 8060S (Strix Halo).
- ▪Model performance metrics are presented for both 8bit and bf16 formats.
- ▪The latest results indicate significant TPS generation and memory usage for different models.
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Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/goniz/mlx-vulkan |
| Publication time | Thu, 21 May 2026 13:43:07 +0000 |
| Retrieval time | 2026-05-21T13:51:11.077Z |
| Last seen | 2026-05-21T13:51:11.077Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | s0EE9PO0Hl-r |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
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| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
mlx-vulkan Home for the Development of MLX Vulkan backend Benchmark Results CI benchmark history from AMD Radeon 8060S (Strix Halo). Detailed data is in benchmarks/results.csv. Latest Results Model Bits Prompt TPS Generation TPS Peak memory (GB) mlx-vulkan mlx Run mlx-community/Qwen3-0.6B-8bit 8bit 1304.978 18.946 1.917 96fe5ce e26ac9f run mlx-community/Qwen3-0.6B-bf16 bf16 2257.811 27.349 2.565 96fe5ce e26ac9f run
Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.