Commit Graph

1277 Commits

Author SHA1 Message Date
drbh
2729077d9c fix: ensure wrapping curly is not included 2025-02-17 11:19:21 -05:00
drbh
cf70182447 fix: adjust streaming tool response 2025-02-17 11:19:21 -05:00
drbh
f5626a0576 fix: bump openapi spec 2025-02-17 11:19:21 -05:00
drbh
aad1901aa5 feat: serialize function definition with serialize_as_string 2025-02-17 11:19:21 -05:00
Nicolas Casademont
7d852cde78 fix: Functioncall is actually a bit different than the deprecated function definition type 2025-02-17 11:19:21 -05:00
Nicolas Casademont
af40829827 fix: Allow back arguments in function definition and the corresponding test 2025-02-17 11:19:21 -05:00
Nicolas Casademont
431deec9d6 feat: Make streaming for tool calling behave the same as the open ai api
The streaming API for tool calling now starts when the name is parsed and then send arguments as token are generated and stops properly.
2025-02-17 11:19:21 -05:00
Nicolas Casademont
39de46129e fix: Adapt function call response to return a json string for arguments
Necessary to keep compatibility with openai. The usage of tgi with openai compatible libraries for function calling was broken.
2025-02-17 11:19:21 -05:00
Adrien Gallouët
cfd4fbb479
[Backend] Add Llamacpp backend (#2975)
* Add llamacpp backend

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Get rid of llama_batch_get_one()

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Use max_batch_total_tokens

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle max_batch_size

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add some input validation checks

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle ctx args & fix sampling

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add GPU args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --defrag-threshold

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add a stupid batch mechanism

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --numa

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Enable flash attention by default

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --offload-kqv

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix batch_pos

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* backend(llama): add CUDA Dockerfile_llamacpp for now

* Only export the latest logits

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Output real logprobs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix batching

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix seq iterations

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Auto-detect n_threads when not provided

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Clear request cache after completion

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove warmup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* backend(llama): add CUDA architectures build argument for Dockerfile

* Add specific args for batch

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --type-v & --type-k

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Bump llamacpp to b4623

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Disable graceful shutdown in debug mode

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update Dockerfile_llamacpp

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup Dockerfile

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update Cargo.lock

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Simplify batching logic

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Set TGI_LLAMA_PKG_CUDA from CUDA_VERSION

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Rename bindings

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove n_ctx

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Make max_batch_total_tokens optional

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Ensure all samplers are freed on error

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Initialize penalty_last_n with llamacpp default value

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Improve default settings

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update docs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Thanks clippy

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Thanks cargo fmt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update docs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Do not use HOSTNAME env

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Bump llama.cpp & cuda

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix requirements.txt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix fmt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Enable KQV offload by default

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove Ngrok tunneling

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove .cargo/config.toml

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix Dockerfile

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add missing cuda prefix

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle custom llama.cpp dir

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add README.md

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add HF transfer

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix bool args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
Co-authored-by: Morgan Funtowicz <funtowiczmo@gmail.com>
2025-02-14 13:40:57 +01:00
Daniël de Kok
6df0fc0b55
Support sigmoid scoring function in GPTQ-MoE (#3017) 2025-02-14 11:33:49 +01:00
Nicolas Patry
d6881c37ab
Putting back the NCCL forced upgrade. (#2999)
* Putting back the NCCL forced upgrade.

* .

* ...

* Ignoring conda.

* Dropping conda from the buidl system + torch 2.6

* Cache min.

* Rolling back torch version.

* Reverting the EETQ modification.

* Fix flash attention ?

* Actually stay on flash v1.

* Patching flash v1.

* Torch 2.6, fork of rotary, eetq updated.

* Put back nccl latest (override torch).

* Slightly more reproducible build and not as scary.
2025-02-14 11:31:59 +01:00
Nicolas Patry
8a211dc7fc
Preventing single user hugging the server to death by asking (#3016)
for way too many tokens.
2025-02-13 11:23:17 +01:00
Nicolas Patry
4cccce4b44
Update the flaky mllama test. (#3015) 2025-02-12 12:26:52 +01:00
Wang, Yi
76bcb4948d
fix Qwen VL break in intel platform (#3002)
* fix Qwen VL break in intel platform

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* could use PositionRotaryEmbedding impl so rocm and ipex could all work

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

---------

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
2025-02-12 11:31:34 +01:00
Nicolas Patry
b86c3947ab
Revert "Update the flaky mllama test."
This reverts commit 8a870b31b9.
2025-02-11 17:13:06 +01:00
Nicolas Patry
8a870b31b9
Update the flaky mllama test. 2025-02-11 17:10:36 +01:00
Daniël de Kok
571ac9b507
Use kernels from the kernel hub (#2988)
* Use Hub kernels for Marlin and cutlass quantization kernels

* Use hub kernels for MoE/GPTQ-Marlin MoE

* Use attention kernels from the Hub

* Cache the kernels in the Docker image

* Update moe kernels

* Support loading local kernels for development

* Support latest moe kernels

* Update to moe 0.1.1

* CI: download locked kernels for server tests

* Fixup some imports

* CI: activate venv

* Fix unused imports

* Nix: add attention/moe/quantization kernels

* Update hf-kernels to 0.1.5

* Update kernels

* Update tgi-nix flake for hf-kernels

* Fix EOF

* Take `load_kernel` out of a frequently-called function

* Hoist another case of kernel loading out of a somewhat hot function

* marlin-kernels -> quantization

* attention -> paged-attention

* EOF fix

* Update hf-kernels, fixup Docker

* ipex fix

* Remove outdated TODO
2025-02-10 19:19:25 +01:00
Nicolas Patry
4b8cda684b
Updating mllama after strftime. (#2993)
* Updating mllama after strftime.

* Town instead village.

* Forgot the integration snapshot.

* Attempt to fix intel CPU.

* Intel extension fix.

* Workaround intel.

* Moving those deps directly into pyproject.

* Revert "Moving those deps directly into pyproject."

This reverts commit 98c1496ea6.

* Non system uv.

* Fixing the docker environment hopefully.

* Missed a step.

* Move workdir up a bit.

* Bailing out of reproducible python env.

* Triton version.
2025-02-07 10:38:13 +01:00
Funtowicz Morgan
856709d5c3
[Backend] Bump TRTLLM to v.0.17.0 (#2991)
* backend(trtllm): bump TRTLLM to v.0.17.0

* backend(trtllm): forget to bump dockerfile

* backend(trtllm): use arg instead of env

* backend(trtllm): use correct library reference decoder_attention_src

* backend(trtllm): link against decoder_attention_{0|1}

* backend(trtllm): build against gcc-14 with cuda12.8

* backend(trtllm): use return value optimization flag as as error if available

* backend(trtllm): make sure we escalade all warnings as errors on the backend impl in debug mode

* backend(trtllm): link against CUDA 12.8
2025-02-06 16:45:03 +01:00
Wang, Yi
36223f834e
Triton fix (#2995)
fix triton to 3.1.0 to fix ipex import issue

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
2025-02-06 12:28:41 +01:00
Nicolas Patry
0ef8c8a97a
Using the "lockfile". (#2992)
* Using the "lockfile".

* Revert dummy modifications.

* Lock on python 3.11

* Another attempt.

* ..

* Bad cache hits.

* The good old monkey.

* How in the world...

* We need the launcher still.

* .

* ..

* Attempt #42

* Don't break all other builds.

* Mode max.

* Applying to other builds.
2025-02-06 12:28:24 +01:00
drbh
c1cf36c0dc
Improve qwen vl impl (#2943)
* feat: refactor model, improve startup and re enable tests

* fix: improve multimodal rotary embed caching

* fix: limit vision flop calc to qwen2 vl models and update config typing

* fix: include clippy lint

* feat: refactor position ids in warmup and bump tests

* fix: prefer default dtype

* fix: enable all cuda graphs and bump snapshots

* fix: adjust rotaty init path

* fix: simplify get position ids and remove usused vision config

* fix: update position ids so first dim is batch, simplify rotary and bump vlm default token limit

* fix: improve position id init during cuda warmup for mrope and simplfy rotary forward

* fix: check existance before accessing rope type in cuda warmup

* fix: check key before access

* fix: improve mrope check in cuda graph warmup

* fix: remove check for default rope type

* fix: add more test and improve model generation

* fix: improve and simplify get_cos_sin, refactors and cleanup  get_position_ids

* fix: adjust signatures with types
2025-02-04 12:44:18 -05:00
Daniël de Kok
dd2bd5fdb3
impureWithCuda: fix gcc version (#2990)
* impureWithCuda: fix gcc version

* trufflehog: do not fail on unverified results
2025-02-04 17:01:59 +01:00
Alvaro Bartolome
88fd56f549
Add strftime_now callable function for minijinja chat templates (#2983)
* Add `chrono` and `strftime_now` function callable

* Fix `test_chat_template_valid_with_strftime_now`

* Fix `test_chat_template_valid_with_strftime_now`
2025-02-03 15:30:48 +01:00
Hugo Larcher
e3f2018cb5
hotfix: fix trtllm CI build on release (#2981)
* hotfix: fix trtllm CI build on release

* fix: test release.

* fix: test release.

* fix: test release. env not recognized https://github.com/actions/runner/issues/1661

* fix: test release. Works.
2025-02-03 11:11:15 +01:00
Nicolas Patry
bb69c5b199
Back on nix main. (#2979) 2025-01-31 14:39:52 +01:00
Nicolas Patry
c9d68945cc
Prepare for release 3.1.0 (#2972)
* Prepare for release 3.1.0

* Back on main flake.

* Fixing stuff.

* Upgrade to moe-kernels 0.8.2 for Hip support.

* Deactivating the flaky test.
2025-01-31 14:19:01 +01:00
Mohit Sharma
c07a2cc82b
Update moe-kernel to 0.8.2 for rocm (#2977)
update moe-kernel for amd
2025-01-31 11:40:00 +01:00
Hugo Larcher
065aabb13d
doc: Update TRTLLM deployment doc. (#2960)
* doc: Update TRTLLM deployment doc. Update TRTLLM CI to allow release builds when tagging TGI.

* doc: Update TRTLLM deployment doc. Update TRTLLM CI to allow release builds when tagging TGI.

* fix: PR comments
2025-01-30 18:04:42 +01:00
Nicolas Patry
cb747b33da
Add deepseekv3 (#2968)
* Add fp8 support moe models

add deepseekv3

format codfe'

update dockerfile

update doc

* Small modifications.

* Moe kernels 0.8.1

* Upgrade to 0.8.1

* Fixing moe import.

* Black.

* Apply suggestions from code review

Co-authored-by: Mohit Sharma <mohit21sharma.ms@gmail.com>

* Fixing Mixtral + Nits.

* Put link to ref.

* Fix other call locations.

* Scoring func `softmax` is the only one that works.

---------

Co-authored-by: Mohit Sharma <mohit21sharma.ms@gmail.com>
2025-01-30 16:40:25 +01:00
Nicolas Patry
80e7d98f88
Hotfixing intel-cpu (not sure how it was working before). (#2967)
* Hotfixing intel-cpu (not sure how it was working before).

* Do not fail on missing moe-kernels (Intel-cpu).
2025-01-29 22:34:41 +01:00
Daniël de Kok
ee0dffcd14
Update to moe-kernels 0.8.0 (#2966) 2025-01-29 18:19:55 +01:00
Mohit Sharma
4ef2e045c9
Add fp8 support moe models (#2928)
* Add fp8 support moe models

* flatten condition
2025-01-29 13:56:32 +01:00
Hugo Larcher
73b7cf83f6
Add backend name to telemetry (#2962)
* feat: Add backend name to telemetry
2025-01-28 16:53:16 +01:00
Nicolas Patry
eb3df0f46f
Fixing the oom maybe with 2.5.1 change. (#2958) 2025-01-28 10:30:28 +01:00
Hugo Larcher
c690da5973
fix: Telemetry (#2957)
* fix: add telemetry regular pings and fix unhandled errors avoid not sending telemetry stop events.

* fix: simplify error handling

* fix: update ping delay and update doc.

* fix: clippy

* doc: Rephrase properly.
2025-01-28 10:29:18 +01:00
Daniël de Kok
db922eb77e
Update to attention-kernels 0.2.0 (#2950)
This version removes our patches/custom API. Makes it simpler to
get changes from upstream. One of which is that we can enable FP8
KV cache for paged attention as well.
2025-01-27 11:42:36 +01:00
Funtowicz Morgan
40b00275b2
Attempt to remove AWS S3 flaky cache for sccache (#2953)
* backend(trtllm): attempt to remove AWS S3 flaky cache for sccache

* backend(trtllm): what if we expose ENV instead of inline?

* backend(trtllm): and with the right env var for gha sccache

* backend(trtllm): relax the way to detect sccache

* backend(trtllm): make sccache definition manually

* backend(trtllm): ok let's try to define the launchers in build.rs when rustc_wrapper is present

* backend(trtllm): export env variable in run mb?

* backend(trtllm): Cache mode max to cache intermediate layers

* backend(trtllm): inject ompi_version build arg in dependent step
2025-01-27 11:21:48 +01:00
Nicolas Patry
6cb41a80a1
Revert "Remove AWS credentials?"
This reverts commit d2ff68e98d.
2025-01-24 14:34:17 +01:00
Nicolas Patry
d2ff68e98d
Remove AWS credentials? 2025-01-24 12:18:28 +01:00
Nicolas Patry
d9dda11726
Trying to put back the archlist (to fix the oom). (#2947) 2025-01-24 09:32:17 +01:00
Nicolas Patry
d937eb64da
Fixing cargo lock. 2025-01-23 18:54:34 +01:00
Cyril Vallez
18c4607d46
Transformers backend TP fix (#2945)
* init dispatch

* cohere fix
2025-01-23 18:09:57 +01:00
Nicolas Patry
29a0893b67
Tmp tp transformers (#2942)
* Upgrade the version number.

* Remove modifications in Lock.

* Tmp branch to test transformers backend with 2.5.1 and TP>1

* Fixing the transformers backend.

inference_mode forces the use of `aten.matmul` instead of `aten.mm` the
former doesn't have sharding support crashing the transformers TP
support.

`lm_head.forward` also crashes because it skips the hook that
cast/decast the DTensor.

Torch 2.5.1 is required for sharding support.

* Put back the attention impl.

* Revert the flashinfer (this will fails).

* Building AOT.

* Using 2.5 kernels.

* Remove the archlist, it's defined in the docker anyway.
2025-01-23 18:07:30 +01:00
Funtowicz Morgan
0a89902663
[TRTLLM] Expose finish reason (#2841)
* feat(trtllm): expose finish reason to Rust

* misc(llamacpp): fix typo

* misc(backend): update deps
2025-01-23 16:48:26 +01:00
Nikolai Kolodziej
4e172028aa
Add NVIDIA A40 to known cards (#2941)
feat: add NVIDIA A40 to known cards
2025-01-23 14:19:21 +01:00
Alvaro Bartolome
6ab02931cf
Set alias for max_completion_tokens in ChatRequest (#2932) 2025-01-23 14:18:47 +01:00
Funtowicz Morgan
cc212154e0
Bump TensorRT-LLM backend dependency to v0.16.0 (#2931)
* backend(trtllm): update to 0.16.0

* backend(trtllm): do not use shallow clone

* backend(trtllm): use tag instead

* backend(trtllm): move to nvidia remote instead of hf

* backend(trtllm): reenable shallow clone

* backend(trtllm): attempt to use ADD instead of RUN for openmpi

* backend(trtllm): make sure we are using correct path for openmpi ADD in dockerfile

* backend(trtllm): add correctly untar it
2025-01-23 13:54:40 +01:00
Daniël de Kok
1dd346666a
Clarify FP8-Marlin use on capability 8.9 (#2940)
The log message stated that the GPU does not support FP8 on capability
8.9. However we use FP8-Marlin on that capability because it is faster.
2025-01-22 18:18:11 +01:00
Wang, Yi
1d3c9beba8
fix moe in quantization path (#2935)
update ipex xpu to support moe for mixtral

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
2025-01-22 14:36:15 +01:00