Commit Graph

30 Commits

Author SHA1 Message Date
Daniël de Kok 6db3bcb700
nix: move back to the tgi-nix main branch (#2620) 2024-10-08 12:55:05 +02:00
Daniël de Kok 64142489b6
Add support for fused MoE Marlin for AWQ (#2616)
* Add support for fused MoE Marlin for AWQ

This uses the updated MoE Marlin kernels from vLLM.

* Add integration test for AWQ MoE
2024-10-08 11:56:41 +02:00
Daniël de Kok 68103079f4
nix: example of local package overrides during development (#2607) 2024-10-04 16:52:42 +02:00
Nicolas Patry d18ed5cfc5
Mllama flash version (#2585)
* Working loading state.

* Preprocessing.

* Working state ? (Broke idefics1 temporarily).

* Cleaner condition.

* Fix idefics.

* Updating config, removing TODO

* Mllama

* Ugrade transformers 4.45

* Flashing mllama.

* Starting to get there.

* Working state.

* Integrations tests for mllama (cutting to 10 tokens because there seems'
to be instability after (meaning size of the batch matters.

* Updating model link.

* Earlier assert.

* Fix vlm ?

* remove log.

* Force ignore all images but last.

* Default dtype bfloat16.

* Update integration test after switch to bf16.

* Remove dead code.

* Removed dead code.

* Upgrade the flake to latest transformers/tokenizers

* Move to hf tgi-nix

* Upgrade to 0.5.0
2024-10-02 11:22:13 +02:00
Daniël de Kok 1c84a30fe6
MoE Marlin: support `desc_act` for `groupsize != -1` (#2590)
This change uses the updated Marlin MoE kernel from vLLM to support
MoE with activation sorting and groups.
2024-09-30 19:40:25 +02:00
Daniël de Kok d1f257ac56
Move flake back to tgi-nix `main` (#2586) 2024-09-30 11:39:41 +02:00
Daniël de Kok 90a1d04a2f
Add support for GPTQ-quantized MoE models using MoE Marlin (#2557)
This change add support for MoE models that use GPTQ quantization.
Currently only models with the following properties are supported:

- No `desc_act` with tensor parallelism, unless `group_size=-1`.
- No asymmetric quantization.
- No AWQ.
2024-09-30 11:14:32 +02:00
Daniël de Kok 5b6b74e21d
Improve support for GPUs with capability < 8 (#2575)
* Improve support for GPUs with capability < 8

- For models that cannot use flashinfer, use flash-attn v1 + paged
  attention for models with a compute capability older than 8.
- Disable prefix caching when using paged attention.
- When using flash-attn v1, pass the key/value, rather than the
  cache, since v1 cannot use block tables.

* nix: add flash-attn-v1 to the server environment

* Move disabling prefix caching into the block of exceptions

* Capability as `usize`s
2024-09-27 16:19:42 +02:00
Daniël de Kok c103760172
Update to moe-kenels 0.3.1 (#2535)
* Update to moe-kenels 0.3.1

* Attempt to fix apt failure
2024-09-19 22:16:32 +02:00
Nicolas Patry f512021e77
Stream options. (#2533)
* Stream options.

* Fetch stuff from nix integration test for easier testing.

* Adding the assert.

* Only send the usage when asked for.

* Update the docs.

* Impure test because we need network.

* develop.

* Optional usage.

* Fixes.

* Workflow
2024-09-19 20:50:37 +02:00
Nicolas Patry 38fcafcf96
Adding a test for FD. (#2516)
* Adding a test for FD.

* Fixing flashdecoding (empty batch doesn't work).

* Fixing the invalid popping.

* Fixing radix with block_size > 1

* Last reference.

* Use an actual hash.

* Update hash for slice.len() == 1

* Update the locks.

* Increasing docker timeout.
2024-09-16 17:00:54 +02:00
Nicolas Patry 69e3be20fb
Fix truffle (#2514)
* Attempting to discard the trufflehog warning.

* Attempt to fix trufflehog.
2024-09-11 22:45:19 +02:00
Nicolas Patry a4e3e8c608
Prefix test - Different kind of load test to trigger prefix test bugs. (#2490)
* Adding prefix test.

* [WIP] tmp dump of integration load tests.

* Remove other tensor creation.

* Fixed the radix tree.

Used a slice everywhere in radix.rs to keep the cheap Arc cloning
instead of recomputing the input_ids.

* Fix parsing

* Is it really flashinfer version ?

* Remove some comments.

* Revert the max prefix hit.

* Adding numpy to diff.

* Upgraded flashinfer.

* Upgrading some stuff.

* Are we done yet ?

* Minor fixup

* Remove 1 log and put back the other.

* Add comment for why slot 0 is OK.

* Mounting on the job.

* Get me a debug branch

* Debugging CIs is fun.

* Attempt #28

* wip

* Tmate.

* Praying.

* Updating VLM causal model with updated context.

* Important line got squashed.

* Tmate again.

* Fingers crossed.

* We want only 1 run of integration tests.....

---------

Co-authored-by: Guillaume LEGENDRE <glegendre01@gmail.com>
2024-09-11 18:10:40 +02:00
Daniël de Kok de2cdeca53
nix: add punica-kernels (#2477)
Enables LoRA support.
2024-09-02 11:31:36 +02:00
Nicolas Patry e415b690a6
Lots of improvements (Still 2 allocators) (#2449)
* Making prefix/flashinfer the default and testing the full release tests.

* Include flashinfer in the docker.

* Using prebuilt.

* Allowing window_left_size (dummy version).

* Disabling flashinfer/prefix caching on odd head_dim

* Disable prefix caching for lora.

* More specific codes.

* Update lock

* Updating integration tests with new values with FI/FD.

Remove paged as a default too, and using FD everywhere.

* Update cargo lock ?

* Upgrade to 1.80 because of bitstream...

* Everywhere 1.80

* Forgot last default place.

* Apply suggestions from code review

Co-authored-by: drbh <david.richard.holtz@gmail.com>

* Updated flake lock

* Tmp

* Upgrade resolution system for less errors in resolution.

* Remove lambda for cleaner function.

* Handling debugger.

* OVerride the env in server tests.

* Is this enough to make it work ?

* This seems to be working.

* Downgrade some logs.

* Fixing the default for vlm.

* Don't enable prefix caching on VLM just yet.

* Change `add_special_tokens` in order to have the correct tokens for chat
input and not (since it's super important with the prefixing now)

* Fixing prefix caching for flashdecoding.

* Update all models.

* Fixed flashinfer version.

* add_special_tokens is internal only

* Fixing seqlen with the new vlms.

* Fixing the issue with `add_special_tokens` not being passed around.

* Fixing the test.

* Removing encoder_decoder (seq2seq).

* Update the chat test.

* Fixing the batching tokenization in flash causal lm.

* Truncating left for radix purposes.

* Oops this doesn't belong here.

* Put back default pure shell.

* Update server tests

- Default to throughput test in k6
- Use TGI_WIGGLE_ROOM to adjust wiggle room

* Only n_heads / process_group.size() are necessary.

* Revert the integrationt tests change (seem linked to head_size
modification).

* Adding error message when assert is violated.

* Fixing the free algorithm to handle times where the common prefix is
smaller.

* Apply suggestions from code review

Co-authored-by: OlivierDehaene <olivier@huggingface.co>

* Update server/text_generation_server/layers/attention/common.py

Co-authored-by: OlivierDehaene <olivier@huggingface.co>

* Fix disabling prefix caching - Fix windowing checks.

* Revert the Cohere tokenizer change (for now using a revision instead).

* Fmt.

---------

Co-authored-by: drbh <david.richard.holtz@gmail.com>
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
2024-08-29 16:29:01 +02:00
Daniël de Kok 4e821c003a
nix: build Torch against MKL and various other improvements (#2469)
Updates tgi-nix input:

- Move Torch closer to upstream by building against MKL.
- Remove compute capability 8.7 from Torch (Jetson).
- Sync nixpkgs cumpute capabilities with Torch (avoids
  compiling too mana capabilities for MAGMA).
- Use nixpkgs configuration passed through by `tgi-nix`.
2024-08-29 16:25:25 +02:00
Daniël de Kok 358ceb67dd
nix: add awq-inference-engine as server dependency (#2442) 2024-08-21 22:20:03 +02:00
Nicolas Patry 310778e02a
Adding eetq to flake. (#2438) 2024-08-21 09:06:33 +02:00
Daniël de Kok f5f11b797e
nix: add pure server to flake, add both pure and impure devshells (#2430)
* nix: pure server and support both pure and impure devShells

* nix: remove unused poetry2nix input

It is not wired up and we now have a pure server.

* nix: add ipdb to impure devshell
2024-08-20 22:07:33 +02:00
Nicolas Patry b70ae0969f
Prefix caching (#2402)
* Prefix caching WIP

* Fixing prefix attention.

* Fixing flashinfer import.

* Fixing black.

* Fixing medusa (still wrong outputs, but functional).

* Just medusa values now.

* Fixing medusa without prefix caching.

* Fixing prefix caching.

* Medusa requires reshaping.

* Removing the logs.

* Remove router.nix

* Fixup:

- Remove logs
- Disable VLMs (they do not work)
- Disable prefix caching when user wants prefill logprobs.

* Update flake.lock

---------

Co-authored-by: Daniël de Kok <me@danieldk.eu>
2024-08-20 11:15:30 +02:00
Daniël de Kok 38773453ae
nix: update to CUDA 12.4 (#2429)
* Update to CUDA 12.4

* poetry2nix: follow tgi-nix nixpkgs
2024-08-19 09:28:38 +02:00
Daniël de Kok 1411bfb989
nix: try to reduce the number of Rust rebuilds (#2424)
Try to reduce the number of router/launcher rebuilds by filtering
sources. In this way, recompiles should only be triggered by changes
in Cargo or Rust files.
2024-08-16 10:01:01 +02:00
Daniël de Kok 9aaa12e7ac
nix: build router incrementally (#2422) 2024-08-15 10:21:51 +02:00
Daniël de Kok c5fff92b48
nix: partial incremental build of the router (#2416)
This is less incremental than crate2nix, but does build all dependencies
separately, so avoids full rebuilds.
2024-08-14 11:06:28 +02:00
Nicolas Patry cd9b15d17f
Adding more kernels to flake. (#2411) 2024-08-13 10:49:18 +02:00
Daniël de Kok 6f4bb4f26f
nix: incremental build of the launcher (#2410) 2024-08-13 10:44:15 +02:00
Nicolas Patry 19ea85f8dc
Updating the flake. (#2404) 2024-08-12 18:09:16 +02:00
Daniël de Kok 8dcc7d3f6b
Update flake for 9.0a capability in Torch (#2394) 2024-08-09 22:36:51 +02:00
Daniël de Kok 6e127dcc96
flake: use rust-overlay (#2390) 2024-08-09 15:24:21 +02:00
Daniël de Kok c6d5039cd7
Add experimental flake (#2384)
Add flake.nix
2024-08-09 12:32:37 +02:00