Commit Graph

114 Commits

Author SHA1 Message Date
OlivierDehaene 9c1cb81cd8
v1.4.2 (#1585) 2024-02-21 14:50:57 +01:00
OlivierDehaene fa8a8e05af
fix(router): fix openapi and add jsonschema validation (#1578) 2024-02-21 11:05:32 +01:00
OlivierDehaene 4139054b82
v1.4.1 (#1568) 2024-02-16 17:50:57 +01:00
OlivierDehaene 09b7c26bbd
feat(server): add frequency penalty (#1541) 2024-02-08 18:41:25 +01:00
OlivierDehaene c2d4a3b5c7
v1.4.0 (#1494) 2024-01-26 19:04:57 +01:00
drbh 0eabc83541
feat: supports openai chat completions API (#1427)
This PR adds support to make TGI a drop in replacement for OpenAI
clients by exposing the same HTTP interface.

Notes
- TGI inits a single model at startup so the `model` field is unused in
HTTP requests.
- `max_tokens` and `stream` should work as expected but other params may
be (unimplemented or not supported)

General approach
- fetch the `tokenizer_config` at startup from the hub
- pass `tokenizer_config` into `Infer` so we have it at request time
- use the `chat_template` on the config to format chat request
- parse jinja template and render chat string
- pass inputs into existing generate function
- wrap generation output in expected structure before returning

# How to test

### Streaming curl
```bash
curl localhost:3000/v1/chat/completions \
    -X POST \
    -d '{
  "model": "tgi",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant."
    },
    {
      "role": "user",
      "content": "What is deep learning?"
    }
  ],
  "stream": true,
  "max_tokens": 20
}' \
    -H 'Content-Type: application/json'
```


It is also possible to use the `openai` python library and change the
base url

###  🌊 STREAMING REQUEST
```python
from openai import OpenAI

# init the client but point it to TGI
client = OpenAI(
    base_url="http://localhost:3000/v1",
    api_key="not needed for a local LLM"
)

chat_completion = client.chat.completions.create(
    model="tgi",
    messages=[
        {"role": "system", "content": "You are a helpful assistant." },
        {"role": "user", "content": "What is deep learning?"}
    ],
    stream=True
)

# iterate and print stream
for message in chat_completion:
    print(message)

# ChatCompletionChunk(id='', choices=[Choice(delta=ChoiceDelta(content=' that', function_call=None, role='assistant', tool_calls=None), finish_reason=None, index=2, logprobs=None)], created=1704486761, model='', object='text_completion', system_fingerprint='')
```

### 🚗 SYNCHRONOUS REQUEST
```python
from openai import OpenAI

# init the client but point it to TGI
client = OpenAI(
    base_url="http://localhost:3000/v1",
    api_key="not needed for a local LLM"
)

chat_completion = client.chat.completions.create(
    model="tgi",
    messages=[
        {"role": "system", "content": "You are a helpful assistant." },
        {"role": "user", "content": "What is deep learning?"}
    ],
    stream=False
)

print(chat_completion)
# ChatCompletion(id='', choices=[Choice(finish_reason=None, index=0, logprobs=None, message=ChatCompletionMessage(content='\nDeep learning is a new field of research that has been gaining traction in the last ...', role='assistant', function_call=None, tool_calls=None))], created=1704486762, model='', object='text_completion', system_fingerprint='', usage=CompletionUsage(completion_tokens=100, prompt_tokens=76, total_tokens=176))
```


## How to run dev

```bash
cd text-generation-inference/server
MASTER_ADDR=127.0.0.1 MASTER_PORT=5555 text-generation-server serve --trust-remote-code gpt2
```

***note many of the existing `chat_templates` use non standard `jinja`
(ie. adding a `raise` to the template) which will throw an error when
parsing; hence using `upstage/SOLAR-10.7B-Instruct-v1.0` since it has a
valid template
```bash
cd text-generation-inference/router
cargo run -- --tokenizer-name upstage/SOLAR-10.7B-Instruct-v1.0
```

trigger
```bash
curl localhost:3000/v1/chat/completions \
    -X POST \
    -d '{ "model": "gpt-3.5-turbo", "messages": [ { "role": "system", "content": "You are a helpful assistant." }, { "role": "user", "content": "What is the IP address of the Google DNS servers?" } ], "stream": true, "max_tokens": 20, "logprobs": true }' \
    -H 'Content-Type: application/json'
```

^ supports `stream: true` and `stream: false` requests
2024-01-16 11:07:41 +01:00
OlivierDehaene fbeb1c4475
fix: follow base model for tokenizer in router (#1424)
Close #1422
2024-01-10 16:35:54 +01:00
OlivierDehaene 630800eed3 v1.3.4 2023-12-22 15:46:04 +01:00
OlivierDehaene f3aea78fb6 v1.3.3 2023-12-15 01:20:42 +01:00
OlivierDehaene 88aae2595d v1.3.2 2023-12-12 18:10:22 +01:00
OlivierDehaene ec6d4592d5 v1.3.1 2023-12-11 16:46:44 +01:00
OlivierDehaene d0841cc8eb v1.3.0 2023-12-11 14:55:03 +01:00
Nicolas Patry 9ecfa16b12
Speculative (#1308) 2023-12-11 12:46:30 +01:00
OlivierDehaene ccd5725a0c v1.2.0 2023-11-30 15:18:15 +01:00
OlivierDehaene f9910d13e2
feat: remove flume (#1184) 2023-10-23 15:51:12 +02:00
Nicolas Patry 95a4bb696a
Support eetq weight only quantization (#1068)
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---------

Co-authored-by: zhaosida <zhaosida@corp.netease.com>
2023-09-27 11:42:57 +02:00
Nicolas Patry a049864270
Preping 1.1.0 (#1066)
# What does this PR do?

Upgrade all relevant versions and dependencies.

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2023-09-27 10:40:18 +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
Nicolas Patry 09eca64227
Version 1.0.1 (#836)
# What does this PR do?

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      Pull Request section?
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[forum](https://discuss.huggingface.co/)? Please add a link
      to it if that's the case.
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Here are the
[documentation
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- [ ] Did you write any new necessary tests?


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2023-08-14 11:23:11 +02:00
OlivierDehaene 3ef5ffbc64
v1.0.0 (#727) 2023-07-28 17:43:46 +02:00
OlivierDehaene 9f18f4c006
v0.9.4 (#713) 2023-07-27 19:25:15 +02:00
OlivierDehaene cf83f9b66f
v0.9.3 (#634) 2023-07-18 18:11:20 +02:00
OlivierDehaene c58a0c185b
v0.9.2 (#616) 2023-07-14 16:31:48 +02:00
OlivierDehaene b7327205a6
feat(launcher): add arg validation and drop subprocess (#595) 2023-07-13 14:22:37 +02:00
OlivierDehaene 31b36cca21
v0.9.1 (#558) 2023-07-06 16:05:42 +02:00
OlivierDehaene e28a809004
v0.9.0 (#525) 2023-07-01 19:25:41 +02:00
OlivierDehaene f59fb8b630
feat(router): add ngrok integration (#453) 2023-06-16 16:25:11 +02:00
OlivierDehaene e7248fe90e v0.8.2 2023-06-01 19:49:13 +02:00
OlivierDehaene db2ebe3947 v0.8.1 2023-05-31 12:08:40 +02:00
OlivierDehaene 081b926584 v0.8.0 2023-05-30 18:39:35 +02:00
OlivierDehaene 951930fbff
feat(benchmarker): add summary tables (#368) 2023-05-25 13:38:36 +02:00
OlivierDehaene d31562f300
v0.7.0 (#353) 2023-05-23 21:20:49 +02:00
OlivierDehaene e250282213
feat(docker): add benchmarking tool to docker image (#298) 2023-05-09 13:19:31 +02:00
Nicolas Patry 411b0d4e1f
chore(github): add templates (#264) 2023-05-02 15:43:19 +02:00
OlivierDehaene 6ded76a4ae
v0.6.0 (#222) 2023-04-21 21:00:57 +02:00
OlivierDehaene 709d8936f6
feat(router): drop requests when client closes the channel (#202) 2023-04-20 11:07:40 +02:00
OlivierDehaene 2475aede61
feat(router): add info route (#196)
close #125
2023-04-18 16:16:06 +02:00
OlivierDehaene 64347b05ff
fix(ci): fix CVE in github-slug-action (#174) 2023-04-13 12:43:05 +02:00
OlivierDehaene 6f0f1d70f6
v0.5.0 (#168) 2023-04-11 20:32:18 +02:00
OlivierDehaene 9987960062
feat(router): make router input validation optional (#164) 2023-04-09 20:22:27 +02:00
OlivierDehaene fef1a1c381
v0.4.3 (#152) 2023-03-30 17:28:14 +02:00
OlivierDehaene 84722f3e33
v0.4.2 (#151) 2023-03-30 17:10:01 +02:00
OlivierDehaene ab5fd8cf93
v0.4.1 (#140) 2023-03-26 16:37:51 +02:00
OlivierDehaene 411d6247f4
v0.4.0 (#119) 2023-03-09 16:07:01 +01:00
OlivierDehaene 1c19b0934e
v0.3.2 (#97) 2023-03-03 18:42:20 +01:00
OlivierDehaene 2d39f199ae
feat(server): update to hf_transfer==0.1.2 (#93) 2023-03-03 11:26:27 +01:00
OlivierDehaene 4e685d907e
feat(router): ask hf.co for pipelinetag to decide on compat_return_full_text (#89) 2023-02-28 10:19:32 +01:00
OlivierDehaene 4b1c9720c0
v0.3.1 (#84) 2023-02-24 13:27:41 +01:00
OlivierDehaene 6796d38c6d
feat(router): add cors allow origin options (#73) 2023-02-17 18:22:00 +01:00
OlivierDehaene c720555adc
v0.3.0 (#72) 2023-02-16 17:28:29 +01:00
OlivierDehaene 439fcaf810
feat(router): add prometheus metrics scrape endpoint (#71) 2023-02-16 17:18:53 +01:00
OlivierDehaene 9af454142a
feat: add distributed tracing (#62) 2023-02-13 13:02:45 +01:00
OlivierDehaene 2fe5e1b30e
V0.2.1 (#58) 2023-02-07 15:40:25 +01:00
OlivierDehaene 20c3c5940c
feat(router): refactor API and add openAPI schemas (#53) 2023-02-03 12:43:37 +01:00
OlivierDehaene 017a2a8c2f
feat: Add token streaming using ServerSideEvents support (#41) 2023-01-31 17:04:00 +01:00
OlivierDehaene 54fec93193
fix(server): fix seeding with multiple shards (#44) 2023-01-31 16:01:15 +01:00
OlivierDehaene 4f9ac67cfa
Revert "feat: Add token streaming using ServerSideEvents support" (#40)
Reverts huggingface/text-generation-inference#36
2023-01-31 14:21:51 +01:00
OlivierDehaene 7fbfbb0dc5
feat: Add token streaming using ServerSideEvents support (#36)
Add token streaming using ServerSideEvents (SSE).

The signature of the SSE events is: 

```rust
struct Details {
    finish_reason: String,
    generated_tokens: u32,
    seed: Option<u64>,
}

struct StreamResponse {
    token: Token,
    generated_text: Option<String>,
    details: Option<Details>,
}

struct ErrorResponse {
    error: String,
}
```
2023-01-31 11:49:43 +01:00
OlivierDehaene 1539d3cbbe
feat(router): Remove second lock from batcher hot path (#27)
@njhill
2023-01-26 16:29:13 +01:00
OlivierDehaene 3e2e6240b8
feat(launcher): Add integration tests (#9) 2022-12-16 11:29:36 +01:00
OlivierDehaene dccd5c2b1a feat(server): Clarify CausalLMBatch concatenate method 2022-11-09 18:24:07 +01:00
OlivierDehaene b3b7ea0d74 feat: Use json formatter by default in docker image 2022-11-02 17:29:56 +01:00
OlivierDehaene 3cf6368c77 feat(server): Support all AutoModelForCausalLM on a best effort basis 2022-10-28 19:24:00 +02:00
Olivier Dehaene f16f2f5ae1 v0.1.0 2022-10-20 19:14:44 +02:00