Commits · f5d43414c20810dfd797d64f186e35580487883d · OpenDAS / text-generation-inference

16 May, 2024 3 commits

Fixing types. (#1906) · f5d43414

Nicolas Patry authored May 16, 2024

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f5d43414

OpenAI function calling compatible support (#1888) · d8402eaf

phangiabao98 authored May 16, 2024

# What does this PR do?

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Fixes # (issue)
https://github.com/huggingface/text-generation-inference/issues/1887

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---------
Co-authored-by: Bao Phan <baopg@inter-k.com>

d8402eaf

Pali gemma modeling (#1895) · 40213c95

drbh authored May 16, 2024

This PR adds paligemma modeling code

Blog post: https://huggingface.co/blog/paligemma
Transformers PR: https://github.com/huggingface/transformers/pull/30814

install the latest changes and run with
```bash
# get the weights
# text-generation-server download-weights gv-hf/PaliGemma-base-224px-hf

# run TGI
text-generation-launcher --model-id gv-hf/PaliGemma-base-224px-hf
```


basic example sending various requests
```python
from huggingface_hub import InferenceClient

client = InferenceClient("http://127.0.0.1:3000")


images = [
    "https://huggingface.co/datasets/hf-internal-testing/fixtures-captioning/resolve/main/cow_beach_1.png",
    "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/rabbit.png

",
]

prompts = [
    "What animal is in this image?",
    "Name three colors in this image.",
    "What are 10 colors in this image?",
    "Where is the cow standing?",
    "answer en Where is the cow standing?",
    "Is there a bird in the image?",
    "Is ther a cow in the image?",
    "Is there a rabbit in the image?",
    "how many birds are in the image?",
    "how many rabbits are in the image?",
]

for img in images:
    print(f"\nImage: {img.split('/')[-1]}")
    for prompt in prompts:
        inputs = f"![]({img}){prompt}\n"
        json_data = {
            "inputs": inputs,
            "parameters": {
                "max_new_tokens": 30,
                "do_sample": False,
            },
        }
        generated_output = client.text_generation(prompt, max_new_tokens=30, stream=False)
        print([f"{prompt}\n{generated_output}"])

```

---------
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

40213c95

15 May, 2024 4 commits

[Bug Fix] Update torch import reference in bnb quantization (#1902) · 6c715f81
Dhruv Srikanth authored May 15, 2024
```
# What does this PR do?

Fixes `Import Error` occurring from mismatch of usage between
torch.nn.Module and nn.Module.
```
6c715f81

feat: add deprecation warning to clients (#1855) · a69ef52c

drbh authored May 15, 2024

This PR adds a deprecation warning to the clients and points users to
the https://github.com/huggingface/huggingface_hub

a69ef52c

Removing accepted ids in the regular info logs, downgrade to debug. (#1898) · a70b087e

Nicolas Patry authored May 15, 2024

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a70b087e

Add GPT-2 with flash attention (#1889) · b5bc6e5c

Daniël de Kok authored May 15, 2024

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This change adds `FlashGPT2ForCausalLM` and wires it up. The model
itself is pretty straightforward, the main difference from other models
is that it uses trained position embeddings and that all weight matrices
are transposed compared to other models (due to the use of Conv1D in the
upstream model).


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b5bc6e5c

14 May, 2024 4 commits

Correct 'using guidance' link (#1892) · 92f1338b
Brandon Lockaby authored May 14, 2024
```
Fix typo in link to 'using guidance' article
```
92f1338b

Fixing truncation. (#1890) · 33bc7212

Nicolas Patry authored May 14, 2024

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33bc7212

MLPSpeculator. (#1865) · e3d76564

Nicolas Patry authored May 14, 2024

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---------
Co-authored-by: Joshua Rosenkranz <joshua.rosenkranz@gmail.com>

e3d76564

Add: Support for the Falcon2 11B architecture (#1886) · 3136f27f

Nilabhra Roy Chowdhury authored May 14, 2024

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Add's support for the Falcon2 11B model architecture.


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---------
Signed-off-by: Raphael Glon <oOraph@users.noreply.github.com>
Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: oOraph <13552058+oOraph@users.noreply.github.com>
Co-authored-by: Raphael Glon <oOraph@users.noreply.github.com>
Co-authored-by: Julien Chaumond <julien@huggingface.co>
Co-authored-by: OlivierDehaene <23298448+OlivierDehaene@users.noreply.github.com>
Co-authored-by: abhishek thakur <1183441+abhishekkrthakur@users.noreply.github.com>
Co-authored-by: Dong Shin <d0104.shin@gmail.com>
Co-authored-by: Christof Weickhardt <christof@weickhardt.ch>
Co-authored-by: Ikko Eltociear Ashimine <eltociear@gmail.com>
Co-authored-by: drbh <david.richard.holtz@gmail.com>
Co-authored-by: Lucain <lucain@huggingface.co>
Co-authored-by: fxmarty <9808326+fxmarty@users.noreply.github.com>
Co-authored-by: Moritz Laurer <41862082+MoritzLaurer@users.noreply.github.com>
Co-authored-by: dr3s <dr3s@users.noreply.github.com>
Co-authored-by: Wang, Yi <yi.a.wang@intel.com>
Co-authored-by: Morgan Funtowicz <funtowiczmo@gmail.com>
Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>
Co-authored-by: Brandon Royal <2762697+brandonroyal@users.noreply.github.com>
Co-authored-by: Mishig <mishig.davaadorj@coloradocollege.edu>
Co-authored-by: Martin Iglesias Goyanes <martinigoyanes@hotmail.com>
Co-authored-by: martini <martin.iglesiasgoyanes@adyen.com>

3136f27f

13 May, 2024 2 commits

Granite support? (#1882) · d348d2b2

Nicolas Patry authored May 13, 2024

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d348d2b2

Refactor layers. (#1866) · fd89d9df

Nicolas Patry authored May 13, 2024

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fd89d9df

06 May, 2024 2 commits

update xpu docker image and use public ipex whel (#1860) · 59b3ffea

Wang, Yi authored May 06, 2024

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59b3ffea

Upgrading to rust 1.78. (#1851) · ac7076b6

Nicolas Patry authored May 06, 2024

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ac7076b6

03 May, 2024 1 commit

Add router name to /info endpoint (#1854) · bb2b2959

Lucain authored May 03, 2024

Add `router` key in `/info` endpoint and set it to
`env!("CARGO_PKG_NAME")` => so always set to `"text-generation-router"`
in TGI. Happy to change the naming if you think of a better one
(framework? package_name?)

The goal is to use this information in `InferenceClient` to know the
model is served with TGI. At the moment we can use
https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.2/info
to infer it is TGI-served because it returns information but having a
proper key would be better.


For context, a transformers-served model is only outputting `{"ok":
"ok"}` (see
[here](https://api-inference.huggingface.co/models/microsoft/DialoGPT-large/info)).

bb2b2959

02 May, 2024 3 commits

Updating Phi3 (long context). (#1849) · a2573713

Nicolas Patry authored May 02, 2024

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a2573713

feat: prefer huggingface_hub in docs and show image api (#1844) · 65539b74

drbh authored May 02, 2024

This PR prefers the `huggingface_hub` library, refactors the grammar
docs and adds the new image_url api to the vlm docs.

65539b74

Remove misleading warning (not that important nowadays anyway). (#1848) · de079d60

Nicolas Patry authored May 02, 2024

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de079d60

01 May, 2024 3 commits

Adding scripts to prepare load data. (#1841) · 0038e602

Nicolas Patry authored May 01, 2024

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0038e602

Fix: "Fixing" double BOS for mistral too. (#1843) · 27b3a2c9

Nicolas Patry authored May 01, 2024

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27b3a2c9

fix: split docs and start conceptual page (#1836) · 6073ece4

drbh authored May 01, 2024

This PR improves the guidance docs and adds a section that explains how
grammars are applied on a technical level

6073ece4

30 Apr, 2024 11 commits

(chore): torch 2.3.0 (#1833) · dccab725

Nicolas Patry authored Apr 30, 2024

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dccab725

chore: update torch (#1730) · b4ef0388
OlivierDehaene authored Apr 30, 2024
```
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
```
b4ef0388

Handle images in chat api (#1828) · c99ecd77

drbh authored Apr 30, 2024

This PR allows for messages to be formatted as simple strings, or as an
array of objects including image urls. This is done by formatting
content arrays into a simple string.

Example using `llava-hf/llava-v1.6-mistral-7b-hf` 

```bash
curl localhost: 3000/v1/chat/completions \
-X POST \
-H 'Content-Type: application/json' \
-d '{
    "model": "tgi",
    "messages": [
        {
            "role": "user",
            "content": [
                {
                    "type": "text",
                    "text": "Whats in this image?"
                },
                {
                    "type": "image_url",
                    "image_url": {
                        "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/rabbit.png"
                    }
                }
            ]
        }
    ],
    "stream": false,
    "max_tokens": 20,
    "seed": 42
}'
```

is equivlant to this more simple request

```bash
curl localhost: 3000/v1/chat/completions \
-X POST \
-H 'Content-Type: application/json' \
-d '{
    "model": "tgi",
    "messages": [
        {
            "role": "user",
            "content": "Whats in this image?\n![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/rabbit.png)

"
        }
    ],
    "stream": false,
    "max_tokens": 20,
    "seed": 42
}'
```

output
```
# {"id":"","object":"text_completion","created":1714406985,"model":"llava-hf/llava-v1.6-mistral-7b-hf","system_fingerprint":"2.0.1-native","choices":[{"index":0,"message":{"role":"assistant","content":" This is an illustration of an anthropomorphic rabbit in a spacesuit, standing on what"},"logprobs":null,"finish_reason":"length"}],"usage":{"prompt_tokens":2945,"completion_tokens":20,"total_tokens":2965}}%
```

---------
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

c99ecd77

feat: add vlm docs and simple examples (#1812) · b2c98275
drbh authored Apr 30, 2024
```
This PR start to add documentation for visual language models
```
b2c98275

Fixing frequency penalty (#1811) · 9192de57

Martin Iglesias Goyanes authored Apr 30, 2024

Thank you so much for the work you are doing, this is my little
contribution to this great thing you have built. I hope it is useful and
helpful, please don't hesitate to discuss any matters that are not
clear!

I am basing my implementation of frequency penalty on OpenAI's
implementation:
https://platform.openai.com/docs/guides/text-generation/parameter-details

The problem I see with TGI's current implementation is that is not
taking into account the frequency of tokens which have already been
sampled in the current generation stream. Also, the scaling is of the
adjusted token logits is done differently for positive and negative
logits. While in OpenAI's implementation token frequency is taking into
account and the scaling is always done with a subtraction (if penalty is
positive) or add operation (if penalty is negative).

This leads to corrupt generations as I mentioned in issue #1810 .
Moreover, after my tests, other issues are also gone like the one about
some request's with ``penalty_frequency = 1.0`` overruling other
requests (with ``frequency_penalty = 0.0``) in the same batch and
therefore corrupting all generations in the batch. Basically, padding
does not affect this implementation so I believe this ``score *=
input_ids.ne(0)`` is not needed anymore.



Frequency penalty | -1.0 | 0.0 | 1.0
-- | -- | -- | --
Before my change | https://paste.mozilla.org/JxqGJkWY |
https://paste.mozilla.org/hrztJ56h | https://paste.mozilla.org/pBSEH2zw
After my change | https://paste.mozilla.org/7gXCi7zo |
https://paste.mozilla.org/ZR9rJ92g | https://paste.mozilla.org/gHaD2YnC



---------
Co-authored-by: martini <martin.iglesiasgoyanes@adyen.com>

9192de57

feat: add how it works section (#1773) · f6615080

drbh authored Apr 30, 2024



This PR adds a short "how it works" section to guidance and includes a
mention to the outlines library that enables grammars/tools


*and a small formatting change

---------
Co-authored-by: Mishig <mishig.davaadorj@coloradocollege.edu>

f6615080

fix: use get_speculate to the number of layers (#1737) · 8332fc49
OlivierDehaene authored Apr 30, 2024

8332fc49

Add reference to TPU support (#1760) · 743ecbca

Brandon Royal authored Apr 30, 2024

# What does this PR do?
This PR makes a small addition to the readme that reference new TGI
support for TPUs via Optimum TPU
(https://huggingface.co/docs/optimum-tpu/howto/serving)

743ecbca

Small CI cleanup. (#1801) · 04d4765b

Nicolas Patry authored Apr 30, 2024

# What does this PR do?

Just unifying some branches and making intentions clearer (no cuda graph
when 0 all the way in the launcher)

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04d4765b

Add the missing `tool_prompt` parameter to Python client (#1825) · 51ee60da

Maziyar Panahi authored Apr 30, 2024

# What does this PR do?

This PR adds the missing `tool_prompt` parameter in Python client
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51ee60da

Prepare release. · f75c1a5b
Nicolas Patry authored Apr 30, 2024

f75c1a5b

29 Apr, 2024 1 commit

Better graceful shutdown. (#1827) · eade7377

Nicolas Patry authored Apr 29, 2024

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eade7377

28 Apr, 2024 1 commit

Changing the waiting_served_ratio default (stack more aggressively by default). (#1820) · 007d5e54

Nicolas Patry authored Apr 28, 2024

# What does this PR do?


This should enable more aggressive by default stacking, meaning better
throughput (in throughput constrained environements).

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007d5e54

26 Apr, 2024 5 commits

Dummy CI run. (#1817) · e9f03f82

Nicolas Patry authored Apr 26, 2024

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e9f03f82

Fixing qwen2. (#1818) · 8b8e8f66

Nicolas Patry authored Apr 26, 2024

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8b8e8f66

Blunder (#1815) · a8fd4236

Nicolas Patry authored Apr 26, 2024

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a8fd4236

add intel xpu support for TGI (#1475) · 45ecf9d0

Wang, Yi authored Apr 26, 2024

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---------
Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
Co-authored-by: Morgan Funtowicz <funtowiczmo@gmail.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

45ecf9d0

Adding new env variables for TPU backends. (#1755) · f9cf3456

Nicolas Patry authored Apr 26, 2024

# What does this PR do?


On TPU (and probably inferentia). The model needs to know right off the
bat about BATCH_SIZE and MAX_TOTAL_TOKENS (since the entire cache will
be determined by both).

This PR sends that information to the shards to they can allocate
accordingly. Should be no-op for other backends.
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f9cf3456