koboldcpp/tools/server/tests/unit
Gaurav Garg 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