Commit Graph

12 Commits

Author SHA1 Message Date
fakezeta
3882130911
feat: Add Bitsandbytes quantization for transformer backend enhancement #1775 and fix: Transformer backend error on CUDA #1774 (#1823)
* fixes #1775 and #1774

Add BitsAndBytes Quantization and fixes embedding on CUDA devices

* Manage 4bit and 8 bit quantization

Manage different BitsAndBytes options with the quantization: parameter in yaml

* fix compilation errors on non CUDA environment
2024-03-14 23:06:30 +01:00
Ettore Di Giacinto
5d1018495f
feat(intel): add diffusers/transformers support (#1746)
* feat(intel): add diffusers support

* try to consume upstream container image

* Debug

* Manually install deps

* Map transformers/hf cache dir to modelpath if not specified

* fix(compel): update initialization, pass by all gRPC options

* fix: add dependencies, implement transformers for xpu

* base it from the oneapi image

* Add pillow

* set threads if specified when launching the API

* Skip conda install if intel

* defaults to non-intel

* ci: add to pipelines

* prepare compel only if enabled

* Skip conda install if intel

* fix cleanup

* Disable compel by default

* Install torch 2.1.0 with Intel

* Skip conda on some setups

* Detect python

* Quiet output

* Do not override system python with conda

* Prefer python3

* Fixups

* exllama2: do not install without conda (overrides pytorch version)

* exllama/exllama2: do not install if not using cuda

* Add missing dataset dependency

* Small fixups, symlink to python, add requirements

* Add neural_speed to the deps

* correctly handle model offloading

* fix: device_map == xpu

* go back at calling python, fixed at dockerfile level

* Exllama2 restricted to only nvidia gpus

* Tokenizer to xpu
2024-03-07 14:37:45 +01:00
TwinFin
504f2e8bf4
Update Backend Dependancies (#1797)
* Update transformers.yml

Signed-off-by: TwinFin <57421631+TwinFinz@users.noreply.github.com>

* Update transformers-rocm.yml

Signed-off-by: TwinFin <57421631+TwinFinz@users.noreply.github.com>

* Update transformers-nvidia.yml

Signed-off-by: TwinFin <57421631+TwinFinz@users.noreply.github.com>

---------

Signed-off-by: TwinFin <57421631+TwinFinz@users.noreply.github.com>
2024-03-05 10:10:00 +00:00
Ludovic Leroux
939411300a
Bump vLLM version + more options when loading models in vLLM (#1782)
* Bump vLLM version to 0.3.2

* Add vLLM model loading options

* Remove transformers-exllama

* Fix install exllama
2024-03-01 22:48:53 +01:00
Chakib Benziane
594eb468df
Add TTS dependency for cuda based builds fixes #1727 (#1730)
Signed-off-by: Chakib Benziane <contact@blob42.xyz>
2024-02-20 21:59:43 +01:00
fenfir
fb0a4c5d9a
Build docker container for ROCm (#1595)
* Dockerfile changes to build for ROCm

* Adjust linker flags for ROCm

* Update conda env for diffusers and transformers to use ROCm pytorch

* Update transformers conda env for ROCm

* ci: build hipblas images

* fixup rebase

* use self-hosted

Signed-off-by: mudler <mudler@localai.io>

* specify LD_LIBRARY_PATH only when BUILD_TYPE=hipblas

---------

Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: mudler <mudler@localai.io>
2024-02-16 15:08:50 +01:00
Ettore Di Giacinto
e19d7226f8
feat: more embedded models, coqui fixes, add model usage and description (#1556)
* feat: add model descriptions and usage

* remove default model gallery

* models: add embeddings and tts

* docs: update table

* docs: updates

* images: cleanup pip cache after install

* images: always run apt-get clean

* ux: improve gRPC connection errors

* ux: improve some messages

* fix: fix coqui when no AudioPath is passed by

* embedded: add more models

* Add usage

* Reorder table
2024-01-08 00:37:02 +01:00
Ettore Di Giacinto
62a02cd1fe
deps(conda): use transformers environment with autogptq (#1555) 2024-01-06 15:30:53 +01:00
Ettore Di Giacinto
949da7792d
deps(conda): use transformers-env with vllm,exllama(2) (#1554)
* deps(conda): use transformers with vllm

* join vllm, exllama, exllama2, split petals
2024-01-06 13:32:28 +01:00
Ettore Di Giacinto
95eb72bfd3
feat: add 🐸 coqui (#1489)
* feat: add coqui

* docs: update news
2023-12-24 19:38:54 +01:00
Ettore Di Giacinto
939187a129
env(conda): use transformers for vall-e-x (#1481) 2023-12-23 14:31:34 -05:00
Ettore Di Giacinto
b4b21a446b
feat(conda): share envs with transformer-based backends (#1465)
* feat(conda): share env between diffusers and bark

* Detect if env already exists

* share diffusers and petals

* tests: add petals

* Use smaller model for tests with petals

* test only model load on petals

* tests(petals): run only load model tests

* Revert "test only model load on petals"

This reverts commit 111cfa97f1.

* move transformers and sentencetransformers to common env

* Share also transformers-musicgen
2023-12-21 08:35:15 +01:00