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430 Commits

Author SHA1 Message Date
Nicolas Patry a049864270
Preping 1.1.0 (#1066)
# What does this PR do?

Upgrade all relevant versions and dependencies.

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Fixes # (issue)


## Before submitting
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2023-09-27 10:40:18 +02:00
Vincent Brouwers 8672cad2cb
Fix top_n_tokens returning non-log probs for some models (#1023)
# What does this PR do?

I made an embarrassing mistake where I accidentally passed normal
softmax probabilities into `batch_top_tokens` for `CausalLM` and
`Seq2SeqLM`.

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## Before submitting
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other checks if that's the case).
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      Pull Request section?
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@Narsil
2023-09-26 16:16:43 +02:00
Victor SANH 1fff6746ab
Fix position ids logic instantiation of idefics vision part (#1064)
Problem and fix is described here:
https://huggingface.co/HuggingFaceM4/idefics-9b/discussions/9

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
2023-09-26 15:41:15 +02:00
oOraph ae623b8d2d
Install curl to be able to perform more advanced healthchecks (#1033)
# What does this PR do?

Install curl within base image, negligible regarding the image volume
and will allow to easily perform a better health check. Not sure about
the failing github actions though. Should I fix something ?

Signed-off-by: Raphael <oOraph@users.noreply.github.com>
Co-authored-by: Raphael <oOraph@users.noreply.github.com>
2023-09-26 15:23:47 +02:00
zhangsibo1129 eba6ab1c5d
fix discard_names bug in safetensors convertion (#1052)
# What does this PR do?

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Model Class attributes `_tied_weights_keys`, `
_keys_to_ignore_on_load_missing` can only be `None` or a List.
`getattr(class_, "_keys_to_ignore_on_load_missing", [])` will return
`None` if `_keys_to_ignore_on_load_missing` is None, and
`discard_names.extend(None)` will trigger an exception, even though
`_tied_weights_keys` exists.

## Who can review?

@OlivierDehaene  @Narsil

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
2023-09-26 15:05:40 +02:00
zhangsibo1129 edc95a0e7d
support local model config file (#1058)
# What does this PR do?

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Support local config file to avoid unexpected `discard_names`, which
causes #1057.

In the case of launching local mode without `model.safetensors` file,
the original code will result `discard_names = []` when
`hf_hub_download` throws an connection error.
```python
# server/text_generation_server/cli.py
    try:
        import transformers
        import json
    
    
        config_filename = hf_hub_download(model_id, revision=revision, filename="config.json")
        with open(config_filename, "r") as f:
            config = json.load(f)
        architecture = config["architectures"][0]
    
        class_ = getattr(transformers, architecture)
    
        # Name for this varible depends on transformers version.
        discard_names = getattr(class_, "_tied_weights_keys", [])
        discard_names.extend(getattr(class_, "_keys_to_ignore_on_load_missing", []))
    
    except Exception as e:
        discard_names = []
```

The expected `_tied_weights_keys` of OPT-1.3b is `["lm_head.weight"]`,
and its tied weight `"model.decoder.embed_tokens.weight"` will be kept
in the safetensors conversion. But the above empty `discard_names` will
lead to `"lm_head.weight"` being kept and
`"model.decoder.embed_tokens.weight"` being discard in the subsequent
method `_remove_duplicate_names`, which causes error #1057.

So add a local mode branch to get the expected `discard_names` like
follows. This modification also applies to other models

```python
# server/text_generation_server/cli.py
        if is_local_model:
            config_filename = os.path.join(model_id, "config.json")
        else:
            config_filename = hf_hub_download(model_id, revision=revision, filename="config.json")
```


In addition, when `_tied_weights_keys` or
`_keys_to_ignore_on_load_missing` is `None`, the above code will also
throw an error unexpectedly. This is fixed in PR #1052


## Before submitting
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other checks if that's the case).
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      Pull Request section?
- [x] Was this discussed/approved via a Github issue or the
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N/A
- [ ] Did you write any new necessary tests?  N/A


## Who can review?

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@Narsil
2023-09-26 14:57:53 +02:00
Nicolas Patry 2f51645ad7
Fix GQA llama + AWQ (#1061)
# What does this PR do?

Fixes #1056

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2023-09-26 08:27:50 +02:00
Nicolas Patry c5de7cd886
Add AWQ quantization inference support (#1019) (#1054)
# Add AWQ quantization inference support

Fixes
https://github.com/huggingface/text-generation-inference/issues/781

This PR (partially) adds support for AWQ quantization for inference.
More information on AWQ [here](https://arxiv.org/abs/2306.00978). In
general, AWQ is faster and more accurate than GPTQ, which is currently
supported by TGI.

This PR installs 4-bit GEMM custom CUDA kernels released by AWQ authors
(in `requirements.txt`, just one line change).

Quick way to test this PR would be bring up TGI as follows:

```
text-generation-server download-weights abhinavkulkarni/codellama-CodeLlama-7b-Python-hf-w4-g128-awq

text-generation-launcher \
--huggingface-hub-cache ~/.cache/huggingface/hub/ \
--model-id abhinavkulkarni/codellama-CodeLlama-7b-Python-hf-w4-g128-awq \
--trust-remote-code --port 8080 \
--max-input-length 2048 --max-total-tokens 4096 --max-batch-prefill-tokens 4096 \
--quantize awq
```

Please note:
* This PR was tested with FlashAttention v2 and vLLM.
* This PR adds support for AWQ inference, not quantizing the models.
That needs to be done outside of TGI, instructions

[here](f084f40bd9).
* This PR only adds support for `FlashLlama` models for now.
* Multi-GPU setup has not been tested. 
* No integration tests have been added so far, will add later if
maintainers are interested in this change.
* This PR can be tested on any of the models released

[here](https://huggingface.co/abhinavkulkarni?sort_models=downloads#models).

Please refer to the linked issue for benchmarks for

[abhinavkulkarni/meta-llama-Llama-2-7b-chat-hf-w4-g128-awq](https://huggingface.co/abhinavkulkarni/meta-llama-Llama-2-7b-chat-hf-w4-g128-awq)
vs

[TheBloke/Llama-2-7b-Chat-GPTQ](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GPTQ).

Please note, AWQ has released faster (and in case of Llama, fused)
kernels for 4-bit GEMM, currently at the top of the `main` branch at
https://github.com/mit-han-lab/llm-awq, but this PR uses an older commit
that has been tested to work. We can switch to latest commit later on.

## Who can review?

@OlivierDehaene OR @Narsil

---------



# What does this PR do?

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## Before submitting
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other checks if that's the case).
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---------

Co-authored-by: Abhinav M Kulkarni <abhinavkulkarni@gmail.com>
Co-authored-by: Abhinav Kulkarni <abhinav@concentric.ai>
2023-09-25 15:31:27 +02:00
Nicolas Patry fef36cea42
Fixing t5 loading. (#1042)
# What does this PR do?

Fixes #1038

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2023-09-25 12:22:28 +02:00
Vincent Brouwers 123749a3c9
Fix missing arguments in Galactica's from_pb (#1022)
# What does this PR do?

Fixes #1004

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## Before submitting
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2023-09-21 08:15:59 +02:00
Wang, Yi eeaa22ab04
enable bfloat16 for cpu (#1034)
if there's no cuda. disable custom kernels

# What does this PR do?

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Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
2023-09-19 17:19:28 +02:00
Merve Noyan c8a01d7591
Unsupported model serving docs (#906)
Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Mishig <mishig.davaadorj@coloradocollege.edu>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
2023-09-12 15:55:14 +02:00
Merve Noyan e9ae678699
Quantization docs (#911)
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2023-09-12 15:52:46 +02:00
Merve Noyan 1f69fb9ed4
Tensor Parallelism conceptual guide (#886)
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2023-09-12 12:11:20 +02:00
xiaobin 4cce84301b
fit for baichuan models (#981)
As more and more people begin to use Baichuan's open-source models, the
influence of Baichuan models is growing, especially in China. Many
community members are interested in adding support for Baichuan models
to TGI. Meanwhile, Baichuan is a very open company, and in the future,
it plans to open-source more and more models, taking all this into
consideration, we would like to add support for the Baichuan model to
TGI. To do this, we need to make some changes, which we hope can be
merged into the main branch of TGI. In the future, we would be happy to
help maintain support for Baichuan models in TGI. We sincerely hope that
our pull request can be accepted. Thank you.

By the way, the changes of this time mainly for supporting Baichuan-7B.

---------

Co-authored-by: xiaoyuze <xiaoyuze@baichuan.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
2023-09-08 16:51:34 +02:00
Merve Noyan 30a93a0dec
Paged Attention Conceptual Guide (#901) 2023-09-08 14:18:42 +02:00
Nicolas Patry 0a63e9ab68
Fix __call__ vs forward. (#993)
# What does this PR do?

Fix __call__ vs forward.

To reproduce error just launch:
TheBloke/WizardLM-Uncensored-Falcon-7B-GPTQ with gptq (it fails because
falcon code uses `__call__` instead for `forward` calls)

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Fixes # (issue)


## Before submitting
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2023-09-07 17:36:30 +02:00
Merve Noyan af1ed38f39
Safetensors conceptual guide (#905)
IDK what else to add in this guide, I looked for relevant code in TGI
codebase and saw that it's used in quantization as well (maybe I could
add that?)
2023-09-07 16:22:06 +02:00
Florian Zimmermeister b03d2621a7
add transformers gptq support (#963)
Proposal to fix
https://github.com/huggingface/text-generation-inference/issues/962
2023-09-07 10:19:42 +02:00
Maxime Laboissonnière 935a77fb74
Fix exllama wronfully loading (#990)
# What does this PR do?
The
[changes](https://github.com/huggingface/text-generation-inference/pull/986/files#diff-b72e45030214e50c8ff6e3be837057b3f3368b9779fd942ca680f949fe069eafR176)
disabling exllama on old compute had unintended consequences of not
setting `use_exllama` to `False` if `HAS_EXLLAMA` equals `False` **and**
`CAN_EXLLAMA` equals `False`. This fixes this.

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2023-09-07 09:17:22 +02:00
Omar Sanseviero a9fdfb2464
docs: Remove redundant content from stream guide (#884)
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
2023-09-06 18:42:42 +02:00
Merve Noyan f260eb72f9
docs: Flash Attention Conceptual Guide (#892)
PR for conceptual guide on flash attention. I will add more info unless
I'm told otherwise.

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
2023-09-06 15:36:49 +02:00
王佳欣 059bb5cf83
chore: sync text-generation version from 0.3.0 to 0.6.0 with pyproject.toml (#950)
# What does this PR do?

sync the version for text-generation.
2023-09-06 15:20:32 +02:00
Nicolas Patry 211e7b7e35
Disabling exllama on old compute. (#986)
# What does this PR do?

Disabling exllama on old compute.

Exllama + T4 don't play nice together, this will disable it right away
to avoid issues at runtime.

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2023-09-06 15:01:00 +02:00
Julien Bouquillon 3ed4c0f33f
docs: typo in streaming.js (#971)
Looks like an error
2023-09-06 14:57:59 +02:00
Jelle Zijlstra c8bbbd8129
chore(client): Support Pydantic 2 (#900)
This should allow users to use either Pydantic 2 or Pydantic 1.

I couldn't run all tests locally because I reran them too often and got
rate limited, but I believe this is sufficient.
2023-09-06 14:12:08 +02:00
Nicolas Patry 033230ae66
Backport https://github.com/vllm-project/vllm/pull/936 (#977)
# What does this PR do?

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2023-09-04 15:00:19 +02:00
Victor SANH 2bc287bfcd
small fix on idefics (#954)
transposing the fixes from
https://github.com/huggingface/transformers/pull/25787
2023-09-01 18:44:34 +02:00
Nicolas Patry 4f5d93ecd0
Fixing top_k tokens when k ends up < 0 (#966)
# What does this PR do?

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2023-09-01 00:22:03 +02:00
Vincent Brouwers 8a5f564942
Fix Falcon weight mapping for H2O.ai checkpoints (#953)
# What does this PR do?
During the safetensor conversion, duplicate weights are removed.
However, which of the duplicates gets removed, differs per checkpoint.
In some, like `h2oai/h2ogpt-oig-oasst1-falcon-40b`, the weight
`transformer.word_embeddings.weightSafetensor` gets removed. In others,
`lm_head.weight` gets removed. Long story long, we need to support both.

Originally, f018143 mapped `lm_head` to `word_embeddings`. Then ac736fd
switched this around. This commit merges them and allows for both.

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@Narsil, you wrote both commits I referenced in this PR. I think you'll
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2023-08-31 21:15:14 +02:00
Omar Sanseviero 7d8e5fb284
Update version in docs (#957) 2023-08-31 20:00:12 +02:00
Nicolas Patry 7c2e0af2a6
Fix f180 (#951)
# What does this PR do?

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2023-08-30 11:09:46 +02:00
Nicolas Patry 5485c142e8
New release. (#941)
# What does this PR do?

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2023-08-29 14:28:22 +02:00
Nicolas Patry 211b54ac41
Rebased #617 (#868)
# What does this PR do?

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---------

Co-authored-by: Vincent Brouwers <vincent.brouwers@ing.com>
2023-08-28 11:43:47 +02:00
Nicolas Patry 4486f78cf9
Fixing the lora adaptation on docker. (#935)
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2023-08-28 11:13:24 +02:00
Nicolas Patry e605c2a43e
Supporting code llama. (#918)
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2023-08-24 18:54:47 +02:00
Merve Noyan 97444f9367
Added gradio example to docs (#867)
cc @osanseviero

---------

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
2023-08-23 23:50:12 +02:00
Nicolas Patry 888c029114
Upgrade version number in docs. (#910)
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2023-08-23 13:45:28 +02:00
Nicolas Patry c4422e5678
Adding small benchmark script. (#881)
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2023-08-18 19:28:56 +02:00
Omar Sanseviero bfa070611d
Add streaming guide (#858)
Co-authored-by: Lucain <lucainp@gmail.com>
Co-authored-by: Merve Noyan <merveenoyan@gmail.com>
2023-08-18 13:27:08 +02:00
Nicolas Patry bce5e22444
Adding Idefics multi modal model. (#842)
Co-Authored-By: Victor Sanh <victorsanh@gmail.com>


# What does this PR do?

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Co-authored-by: Victor Sanh <victorsanh@gmail.com>
2023-08-17 14:38:49 +02:00
Nicolas Patry b9e33c4953
Upgrading versions of python client. (#862)
# What does this PR do?

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2023-08-17 09:15:35 +02:00
Nicolas Patry 2e68ac01c0
"Fix" for rw-1b. (#860)
# What does this PR do?

- New "falcon" layout on this repo
- No alibi
- `transformers` already modifying cache layout in our stead (same
  modifications).
- Output is garbage. Not sure why.

Does not fix #826 but it's a step.

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2023-08-17 09:05:41 +02:00
Omar Sanseviero d9bceb8e6b
Misc improvements for InferenceClient docs (#852)
List of changes

- No need to specify `model` in `text_generation` if it's already
specified in `InferenceClient`
- I separated the explanation of `stream=True` and `details=True`
- I found the details explanation a bit repetitive (it says two times
what it returns), so removed a sentence
- Add mention of async client
2023-08-16 14:29:54 +02:00
Nicolas Patry 2774b0ab44
Fixing watermark. (#851)
# What does this PR do?

Fixes #843 
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2023-08-16 07:17:26 +02:00
Adarsh Shirawalmath 737d5781e4
Update README.md (#848)
@Narsil

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
2023-08-15 19:13:52 +02:00
Nicolas Patry 05dd14fdb9
Fix `tokenizers==0.13.4` . (#838)
# What does this PR do?

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2023-08-14 19:26:19 +02:00
Pasquale Minervini d8f1337e7e
README edit -- running the service with no GPU or CUDA support (#773)
One-line addition to the README to show how to run the service on a
machine without GPUs or CUDA support (e.g., for local prototyping)

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
2023-08-14 15:41:13 +02:00
Dong Shin a072660bf5
fix: LlamaTokenizerFast to AutoTokenizer at flash_llama.py (#619)
# What does this PR do?

A few tokenizer_config in huggingface use LlamaTokenizer, so I think I
would have selected `LlamaTokenizer` before.

For a few cases where you're using a llama structure but not a llama
tokenizer, why not make it to call the AutoTokenizer in exception
handling.

In the case of `decapoda-research/llama-7b-hf`, LLamaTokenizer is still
being used in config.json, so it should be called through`
LlamaTokenizer`.
Also, if an exception is thrown by LlamaTokenizer, it will cause
`LlamaTokenzierFast` to be called from AutoTokenizer.


Fixes # 560


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@Narsil
2023-08-14 14:20:18 +02:00
Nicolas Patry b5087c4f4e
Fix rope dynamic + factor (#822)
# What does this PR do?

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Fixes #816

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2023-08-14 14:09:51 +02:00