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Loading up the Dynamic R1 Q2-XL GGUF with default (no -ts) I get this ram usage:
| 0 N/A N/A 3968 C ./bin/llama-server 14006MiB |
| 1 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 2 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 3 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 4 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 5 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 6 N/A N/A 3968 C ./bin/llama-server 22866MiB |
| 7 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 8 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 9 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 10 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 11 N/A N/A 3968 C ./bin/llama-server 16188MiB |
Given that the average layer is ~3400MB this seems like a more even spread should be possible.
Messing around with -ts I'm able to get a better distribution with this -ts 6,5,5,5,5,5,5,5,5,5,5,5:
| 0 N/A N/A 4327 C ./bin/llama-server 17714MiB |
| 1 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 2 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 3 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 4 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 5 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 6 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 7 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 8 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 9 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 10 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 11 N/A N/A 4327 C ./bin/llama-server 16188MiB
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Loading up the Dynamic R1 Q2-XL GGUF with default (no -ts) I get this ram usage:
| 0 N/A N/A 3968 C ./bin/llama-server 14006MiB |
| 1 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 2 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 3 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 4 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 5 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 6 N/A N/A 3968 C ./bin/llama-server 22866MiB |
| 7 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 8 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 9 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 10 N/A N/A 3968 C ./bin/llama-server 19158MiB |
| 11 N/A N/A 3968 C ./bin/llama-server 16188MiB |
Given that the average layer is ~3400MB this seems like a more even spread should be possible.
Messing around with -ts I'm able to get a better distribution with this -ts 6,5,5,5,5,5,5,5,5,5,5,5:
| 0 N/A N/A 4327 C ./bin/llama-server 17714MiB |
| 1 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 2 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 3 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 4 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 5 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 6 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 7 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 8 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 9 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 10 N/A N/A 4327 C ./bin/llama-server 19158MiB |
| 11 N/A N/A 4327 C ./bin/llama-server 16188MiB
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