3 people dd1ea52433 llama : support multi-output backend sampling (#25532) ...

* Enable backend sampling with token speculation

* Clamp the mask sum before converting it into the sampled index

* Add a numeric context parameter declaring the maximum outputs one sequence

* More fixes

* Don't reuse memory for output views.

* Match dist between CPU and GPU

* Fix CPU and backend sampling mismatches

* Simpify some of the changes

* Fix tests on Vulkan

* More test fixes

* Rebase changes

* Rebase and address review comments

* Address review comments

* Address review comments

* Update src/llama-sampler.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

2026-08-10 16:58:56 +03:00

..

test_basic.py

server: remove all internal mentions about "webui" (#24817)

2026-06-19 22:12:46 +02:00

test_chat_completion.py

server: add "verbose" field to schema (#24864)

2026-06-21 13:03:14 +02:00

test_compat_anthropic.py

server : fix image blocks in tool_result being dropped during Anthropic OpenAI conversion (#22536)

2026-07-12 17:43:51 +02:00

test_compat_gcp.py

server: support Vertex AI compatible API (#22545)

2026-05-08 15:23:04 +02:00

test_compat_oai_responses.py

server : add timings and progress to /responses API stream (#25348)

2026-07-07 16:13:03 +02:00

test_completion.py

server : add missing task parameters(adaptive_target, adaptive_decay) in generation_settings (#25830)

2026-07-25 20:53:08 +02:00

test_ctx_shift.py

memory : remove KV cache size padding (#16812)

2025-10-28 20:19:44 +02:00

test_embedding.py

llama : fix pooling assertion crash in chunked GDN detection path (#20468)

2026-03-13 20:53:42 +02:00

test_ignore_eos.py

server: respect the ignore eos flag (#21203)

2026-04-08 17:12:15 +02:00

test_infill.py

server : support unified cache across slots (#16736)

2025-11-02 18:14:04 +02:00

test_kv_keep_only_active.py

server: rename debug tags to match --cache-idle-slots naming (#22292)

2026-04-24 09:28:44 +03:00

test_lora.py

server : disable context shift by default (#15416)

2025-08-19 16:46:37 +03:00

test_mcp_servers.py

server: support MCP stdio (#26062)

2026-07-26 01:08:49 +02:00

test_proxy.py

server: fix empty response for /cors-proxy (#26656)

2026-08-06 15:07:22 +02:00

test_rerank.py

server / ranking : add sorting and management of top_n (#16403)

2025-10-11 16:39:04 +03:00

test_router.py

tests : speed-up server test suite 3x (#26734)

2026-08-07 21:38:32 +03:00

test_security.py

server: add --cors-* options (#25655)

2026-07-14 17:23:44 +02:00

test_sleep.py

server: add auto-sleep after N seconds of idle (#18228)

2025-12-21 02:24:42 +01:00

test_slot_save.py

server : allow text-only slot save/restore with mtmd (#25076)

2026-07-16 15:26:44 +03:00

test_speculative.py

llama : support multi-output backend sampling (#25532)

2026-08-10 16:58:56 +03:00

test_stream.py

server + ui: fix stream routes for model names containing a slash (#26137)

2026-07-27 07:34:47 +02:00

test_template.py

tests : use reasoning instead of reasoning_budget in server tests (#20432)

2026-03-12 13:41:01 +01:00

test_tokenize.py

server : disable context shift by default (#15416)

2025-08-19 16:46:37 +03:00

test_tool_call.py

common/autoparser: fixes for newline handling / forced tool calls (#22654)

2026-05-04 13:18:11 +02:00

test_tools_builtin.py

server: add more tool isolation support (ssh remote + podman rootless) (#26774)

2026-08-10 13:31:09 +02:00

test_vision_api.py

mtmd, server: add "placeholder bitmap" for counting tokens , add */input_tokens API (#23913)

2026-06-06 11:06:51 +02:00