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Updated Feature matrix (markdown)

Romain D 2024-03-05 12:45:31 +00:00
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Feature-matrix.md

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| | **CPU (AVX2)** | **CPU (ARM NEON)** | **Metal** | **cuBLAS** | **rocBLAS** | **SYCL** | **CLBlast** | **Vulkan** | **Kompute** | | | **CPU (AVX2)** | **CPU (ARM NEON)** | **Metal** | **cuBLAS** | **rocBLAS** | **SYCL** | **CLBlast** | **Vulkan** | **Kompute** |
|:--------------------:|:--------------:|:------------------:|:---------:|:----------:|:----------------:|:--------:|:-----------:|:----------:|:-----------:| |:--------------------:|:--------------:|:------------------:|:---------:|:----------:|:----------------:|:--------:|:-----------:|:----------:|:-----------:|
| **K-quants** | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 🚫 | | **K-quants** | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ 🐢⁵ | ✅ 🐢⁵ | 🚫 |
| **I-quants** | ✅ (SLOW) | ✅ (SLOW) | ✅ (SLOW) | ✅ | ✅ | Partial¹ | 🚫 | 🚫 | 🚫 | | **I-quants** | ✅ 🐢⁴ | ✅ 🐢⁴ | ✅ 🐢⁴ | ✅ | ✅ | Partial¹ | 🚫 | 🚫 | 🚫 |
| **Multi-GPU** | N/A | N/A | N/A | ✅ | ❓ | 🚫 | ❓ | ✅ | ❓ | | **Multi-GPU** | N/A | N/A | N/A | ✅ | ❓ | 🚫 | ❓ | ✅ | ❓ |
| **K cache quants** | ✅ | ❓ | ❓ | ✅ | Partial³ (SLOW) | ❓ | ✅ | 🚫 | 🚫 | | **K cache quants** | ✅ | ❓ | ❓ | ✅ | Partial³ 🐢 | ❓ | ✅ | 🚫 | 🚫 |
| **MoE architecture** | ✅ | ❓ | ✅ | ✅ | ✅ | ❓ | Partial² | 🚫 | 🚫 | | **MoE architecture** | ✅ | ❓ | ✅ | ✅ | ✅ | ❓ | Partial² | 🚫 | 🚫 |
* ✅: feature works
* 🚫: feature does not work
* ❓: unknown, please contribute if you can test it youself
* 🐢: feature is slow
* ¹: IQ3_S and IQ1_S, see #5886 * ¹: IQ3_S and IQ1_S, see #5886
* ²: Only with `-ngl 0` * ²: Only with `-ngl 0`
* ³: Only `-ctk q8_0` * ³: Only `-ctk q8_0`, inference is 50% slower
* ⁴: Slower than K-quants of comparable size
* ⁵: Slower than hipBLAS/cuBLAS on similar cards