Commits · b5bc6e5c4e6b792795b32cf2cd49f8d9fea6ee24 · OpenDAS / text-generation-inference

15 May, 2024 1 commit

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 2 commits

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>
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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>
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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

02 May, 2024 1 commit

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

Nicolas Patry authored May 02, 2024

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de079d60

01 May, 2024 1 commit

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

Nicolas Patry authored May 01, 2024

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27b3a2c9

30 Apr, 2024 1 commit

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

26 Apr, 2024 4 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

25 Apr, 2024 1 commit

Use the generation config. (#1808) · ee47973a

Nicolas Patry authored Apr 25, 2024

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ee47973a

23 Apr, 2024 2 commits

Idefics2. (#1756) · bfddfa59

Nicolas Patry authored Apr 23, 2024

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bfddfa59

Phi3 support (#1797) · 986b4044

Nicolas Patry authored Apr 23, 2024

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986b4044

22 Apr, 2024 1 commit

Make `--cuda-graphs` work as expected (bis) (#1768) · 26b39166

fxmarty authored Apr 22, 2024

This was ignored up to now, even with `--cuda-graphs 0`.

With this fix, `--cuda-graphs` is obeyed to.

26b39166

12 Apr, 2024 2 commits
- v2.0.0 (#1736) · c38a7d7d
  OlivierDehaene authored Apr 12, 2024
  
  c38a7d7d
- feat: medusa v2 (#1734) · eefea5ee
  OlivierDehaene authored Apr 12, 2024
  
  eefea5ee
10 Apr, 2024 2 commits
- hotfix: mixtral · 30620a9a
  OlivierDehaene authored Apr 10, 2024
  
  30620a9a
- fix: fix CohereForAI/c4ai-command-r-plus (#1707) · ad9d6288
  OlivierDehaene authored Apr 10, 2024
```
@Narsil @drbh this will update flash attention v2 and vllm.
You will need to re-install them.
```
  ad9d6288
09 Apr, 2024 2 commits

Adding Llava-Next (Llava 1.6) with full support. (#1709) · 4634b00c

Nicolas Patry authored Apr 09, 2024

# What does this PR do?

- Changed all models to extract `embed_tokens` in order to enable llava
to separately call the embeddings and the core model layers.
- Added VlmCausalLM to inherit from FlashMistral in order to be
maximally supported. The only added logics sits on top and parses images
into pixel values, preallocates input_ids space for the image
embeddings, and passes them for the model.
- Added Clip for the vision tower.
- Didn't add flash for the vision tower since there's no padding anyway.
- Added heuristic (potentially incomplete) to calculate number of
features *before* calculating the clip patches (allows for easier logic
reuse of the LLM under the hood).


Still needs to be done:

- [x] Implement the image parsing in the controller side, to avoid
downloading n times per TP shard and also refusing requests too large
early and avoid issues where the truncation actually truncates the
image.
- [ ] Make sure it works with quantization properly.
- [x] Make sure it works with TP>1



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4634b00c

Automatic quantization config. (#1719) · 106d8ee8

Nicolas Patry authored Apr 09, 2024

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106d8ee8

05 Apr, 2024 1 commit
- Fixing cohere tokenizer. (#1697) · f9958ee1
  Nicolas Patry authored Apr 05, 2024
  
  f9958ee1
04 Apr, 2024 1 commit

Add cuda graphs sizes and make it default. (#1703) · 99874eae

Nicolas Patry authored Apr 04, 2024

# What does this PR do?

```
text-generation-launcher --model-id XXX # Uses cuda graphs by default
text-generation-launcher --model-id XXX --cuda-graphs "1,2"  #Restrict the number of cuda graphs which saves VRAM
text-generation-launcher --model-id XXX --cuda-graphs "0"  # Disabling it entirely
```
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99874eae

29 Mar, 2024 1 commit
- feat: Add dbrx support (#1685) · f04255c6
  OlivierDehaene authored Mar 29, 2024
```
Close #1679
```
  f04255c6
22 Mar, 2024 2 commits

feat: cohere (#1660) · 1e9bcd9d
OlivierDehaene authored Mar 22, 2024

1e9bcd9d

fix: LlamaTokenizerFast to AutoTokenizer at flash_mistral.py (#1637) · 66914f7b

SeongBeomLEE authored Mar 23, 2024

# What does this PR do?

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

Similar PR #619

@Narsil

66914f7b

21 Mar, 2024 2 commits

Remove unecessary cuda graph. (#1664) · ed29d6ee

Nicolas Patry authored Mar 21, 2024

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ed29d6ee

feat: support force downcast after FastRMSNorm multiply for Gemma (#1658) · 6f15ac60

drbh authored Mar 21, 2024

This PR adds `force_downcast_after` to `FastRMSNorm.forward` which is
used in the Gemma model. References
https://github.com/huggingface/transformers/pull/29402 and
https://github.com/huggingface/transformers/pull/29729

Setting `force_downcast_after=True` will perform the `hidden_states *
weight` multiplication in f32 and then downcast to half. This differs
slightly from the current implementation which first casts the
`hidden_states` to a half and then multiples.

6f15ac60

29 Feb, 2024 3 commits

feat: accept legacy request format and response (#1527) · 3dd7da21

drbh authored Feb 29, 2024

This WIP PR (will) add support for legacy OpenAI `v1/completions` API.

This should allow TGI to be a drop in replacement for OpenAI when using
tools that rely on the completions api

Should fix:
https://github.com/huggingface/text-generation-inference/issues/1468

3dd7da21

Fix idefics default. (#1614) · 5a3903ba

Nicolas Patry authored Feb 29, 2024

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5a3903ba

fix: Handle concurrent grammar requests (#1610) · 343aa7a1

drbh authored Feb 29, 2024

This PR fixes parallel grammar requests, currently grammar states are
not concatenated correctly when a new request is added to the batch and
this results in incorrect generation. This PR updates the `concatenate`
function to correctly include the previous states.

fixes: #1601

343aa7a1

28 Feb, 2024 2 commits
- feat: Qwen2 (#1608) · 26cdea5c
  OlivierDehaene authored Feb 28, 2024
```
See #1584

---------
Co-authored-by: Cheng Kuan Yong Jason <jasoncky96@gmail.com>
```
  26cdea5c
- feat: starcoder2 (#1605) · b40e8334
  OlivierDehaene authored Feb 28, 2024
  
  b40e8334
26 Feb, 2024 1 commit

Revamp medusa implementation so that every model can benefit. (#1588) · bf700e7e

Nicolas Patry authored Feb 26, 2024

# What does this PR do?

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bf700e7e

21 Feb, 2024 1 commit
- feat: add support for Gemma (#1583) · c86f58d3
  OlivierDehaene authored Feb 21, 2024
  
  c86f58d3
19 Feb, 2024 1 commit

Fix mistral with length > window_size for long prefills (rotary doesn't create... · d19c768c

Nicolas Patry authored Feb 19, 2024

Fix mistral with length > window_size for long prefills (rotary doesn't create long enough cos, sin). (#1571)

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d19c768c

16 Feb, 2024 1 commit
- chore: add pre-commit (#1569) · 9946165e
  OlivierDehaene authored Feb 16, 2024
  
  9946165e
15 Feb, 2024 1 commit

Outlines guided generation (#1539) · cef0553d

drbh authored Feb 15, 2024

This WIP PR starts to add grammar support via outlines, currently this
PR supports very simple regex grammars and does not optimize for
precompiling or caching grammar fsm's.

todo:
- [X] add simple outlines guidance to `NextTokenChooser`
- [X] update protos for grammar
- [X] update generation params API
- [X] constrain simple grammar
- [ ] support parsing more complex grammar into fsm
- [ ] support all outline support grammar types
- [ ] explore optimizations to avoid recompiling grammars

guided request
```bash
curl -s 'http://localhost:3000/generate' \
--header 'Content-Type: application/json' \
--data-raw '{
    "inputs": "make an email for david: \n",
    "parameters": {
        "max_new_tokens": 6,
        "grammar": "[\\w-]+@([\\w-]+\\.)+[\\w-]+"
    }
}' | jq
```
response
```json
{
  "generated_text": "david@example.com"
}
```

unguided request
```bash
curl -s 'http://localhost:3000/generate' \
--header 'Content-Type: application/json' \
--data '{
    "inputs": "make an email for david: \n",
    "parameters": {
        "max_new_tokens": 6
    }
}' | jq
```
response
```json
{
  "generated_text": "    email = 'david"
}
```

cef0553d

14 Feb, 2024 1 commit

Small cleanup. (#1560) · 4c2848b2

Nicolas Patry authored Feb 14, 2024

Using a single `os.getenv` statement instead of multiple.
Should make truthful values easier to catch

In the end didn't move towards full CLI because modifying globals in
Python is error prone (depends on code import order).

Added an error when mamba is launched with TP.


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4c2848b2