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Author SHA1 Message Date
OlivierDehaene
57795685d1 feat: support cuda 12.1 2023-10-10 15:23:52 +02:00
Nicolas Patry
00b8f36fba
Prepare for v1.1.1 (#1100) 
# What does this PR do?

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 2023-10-05 16:09:49 +02:00
Nicolas Patry
e9cdf6225f
Hotfixing idefics base64 parsing. (#1103) 
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 2023-10-05 13:35:26 +02:00
Nicolas Patry
3c373dcc53
Adding yarn support. (#1099) 
# What does this PR do?


Fixes #1017

Not sure if there's a mistake here but 

- NousResearch/Yarn-Llama-2-7b-128k seems to be working fine
- TheBloke/Yarn-Llama-2-13B-128K-GPTQ outputs garbage



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 2023-10-05 10:11:50 +02:00
Nicolas Patry
87f43814e3
Fixing GPTQ exllama kernel usage. (#1101) 
# What does this PR do?

Fixes #1098 
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 2023-10-05 10:11:27 +02:00
Martin Vejvar
0e4ee4f107
fix: type hint typo in tokens.py (#1102) 
# What does this PR do?
Fixing a list type hint definition (I believe this was a typo).

Allows backward compatibility with Python 3.8 (relevant for
JetPack-enabled systems).

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 2023-10-05 09:33:04 +02:00
Nicolas Patry
66ce2fa7c1
Receive base64 encoded images for idefics. (#1096) 
# What does this PR do?

Fix #1095

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 2023-10-04 17:35:29 +02:00
Nicolas Patry
1bebb9e76b
Update idefics_image_processing.py (#1091) 
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 2023-10-03 12:25:06 +02:00
Nicolas Patry
85acb11ba0
Handling bloom prefix. (#1090) 
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 2023-10-03 11:55:10 +02:00
Leo Tronchon
b8fefa6b55
raise exception on invalid images (#999) 
# What does this PR do?
This PR is meant to handle cases in which the images provided are
invalid.

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@Narsil

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
 2023-10-03 10:26:10 +02:00
Peter Lowrance
bd998d8797
Fix window_size_left for flash attention v1 (#1089) 
This fixes flash attention v1 which was always
NotImplementedError("window_size_left is only available with flash attn
v2").

Currently flash_llama_modeling.py doesn't override the default value of
window_size_left when calling attention(..) (line 282). This means that
window_size_left will always be the default of -1, but flash attention
v1 throws an exception if `window_size_left != 0`.

To fix this, we should be checking `window_size_left != -1` before
throwing the NotImplementedError.


Fixes #1084 


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 2023-10-02 20:53:14 +02:00
Nicolas Patry
5ba53d44a1
Fixing eetq dockerfile. (#1081) 
# What does this PR do?

Fixes #1079 
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 2023-09-29 11:19:06 +02:00
OlivierDehaene
3b56d7669b
feat: add mistral model (#1071) 2023-09-28 09:55:47 +02:00
zhangsibo1129
1e3ec3c91f
Complete FastLinear.load parameters in OPTDecoder initialization (#1060) 
# What does this PR do?

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`FastLinear.load` requires 4 parameters, but in the following only 3 are
given. This PR fix this.

```python
# server/text_generation_server/models/custom_modeling/opt_modeling.py
        if config.word_embed_proj_dim != config.hidden_size:
            self.project_out = FastLinear.load(
                config, prefix="model.decoder.project_out", bias=False
            )
        else:
            self.project_out = None

        if config.word_embed_proj_dim != config.hidden_size:
            self.project_in = FastLinear.load(
                config, prefix="model.decoder.project_in", bias=False
```

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 2023-09-27 12:25:59 +02:00
OlivierDehaene
47954b81e9
feat: format code (#1070) 2023-09-27 12:22:09 +02:00
Nicolas Patry
b32e9ce9d5
Remove the stripping of the prefix space (and any other mangling that tokenizers might do). (#1065) 
Superseed #1024


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---------

Co-authored-by: bangoz <ch_xie@pku.edu.cn>
 2023-09-27 12:13:45 +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
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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@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
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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N/A
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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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---------

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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 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
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
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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 2023-09-07 17:36:30 +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.

## Before submitting
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 2023-09-07 09:17:22 +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
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
understand this change :)
 2023-08-31 21:15:14 +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) 
# What does this PR do?

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 2023-08-24 18:54:47 +02:00
Nicolas Patry
bce5e22444
Adding Idefics multi modal model. (#842) 
Co-Authored-By: Victor Sanh <victorsanh@gmail.com>


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---------

Co-authored-by: Victor Sanh <victorsanh@gmail.com>
 2023-08-17 14:38:49 +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
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
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
Nicolas Patry
09eca64227
Version 1.0.1 (#836) 
# What does this PR do?

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Fixes # (issue)


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 2023-08-14 11:23:11 +02:00
Nicolas Patry
cc7bb5084d
Upgrade transformers (fix protobuf==3.20 issue) (#795) 
# What does this PR do?

Fixes #531

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Fixes # (issue)


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 2023-08-11 16:46:08 +02:00
Nicolas Patry
0e8b47811e
Llama change. (#793) 
# What does this PR do?

Reflecting
https://github.com/huggingface/transformers/pull/24998

Current status wants to make sure integration tests *are* broken with
this.


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Fixes # (issue)


## Before submitting
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 2023-08-08 13:43:40 +02:00
Nicolas Patry
c4dac9f3dc
Update __init__.py (#794) 
# What does this PR do?

Fixes #787
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Fixes # (issue)


## Before submitting
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 2023-08-08 12:09:51 +02:00