Commit Graph

339 Commits

Author SHA1 Message Date
Nicolas Patry f58f0a0364
Single place for TP layers + Dropout Layer Norm + FastLinear (#329)
# What does this PR do?

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Fixes # (issue)


## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
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      Pull Request section?
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2023-05-15 17:30:47 +02:00
Nicolas Patry d7a97aa0b6
Removing dead variables. (#327)
# What does this PR do?

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2023-05-15 15:14:17 +02:00
Nicolas Patry 91e674bb85
Lifting check_unitialized. (#325)
# What does this PR do?

Lifting check_unitialized.

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      Pull Request section?
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      to it if that's the case.
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2023-05-15 11:32:25 +02:00
Nicolas Patry 73d84c6ee5
Hotfixes for santacoder/bigcode. (#294)
# What does this PR do?

Hotfixes:

- Uses `model_type`=`gpt_bigcode` for more general usage.
- Hotfixes linked lm_head vs wte_embedding (safetensors file do not
contain the key, correctly when the file is sharded, where as pytorch
copies the tensor)


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---------

Co-authored-by: Ubuntu <ubuntu@ip-172-31-41-161.ec2.internal>
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
2023-05-15 10:35:20 +02:00
OlivierDehaene 8a8f43410d
chore(docker): use nvidia base image (#318) 2023-05-12 17:32:40 +02:00
Nicolas Patry 76a48cd365
feat(server): GPTQ quantization (step1) (#277)
Changes only the type from `bool` to `Option<Enum>` pretty much
everywhere.
- Use `Optional[str]` in Python (easier to manage than importing type
everywhere). Except for the cli to get proper validation
- Updated all models to handle gracefully new values. (Error out if
unknown value, or gptq since not implemented).

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- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
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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
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- [ ] Did you write any new necessary tests?


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2023-05-12 14:46:41 +02:00
OlivierDehaene 4f6d038c0b fix(server): fix multinomial implem in Sampling 2023-05-11 13:30:38 +02:00
OlivierDehaene a6c18c39bb
feat(server): use cuda graph in logits warping (#302) 2023-05-10 19:08:54 +02:00
OlivierDehaene 745f596c88
feat(server): use float16 (#304) 2023-05-10 15:51:10 +02:00
OlivierDehaene 68e9d6ab33
feat(server): shard token decode (#303) 2023-05-10 15:48:21 +02:00
OlivierDehaene ad66f6ef9a
feat(server): optim flash causal lm decode_token (#285) 2023-05-09 18:26:19 +02:00
Nicolas Patry b4aa87db58
fea(server): decrease convert RAM requirements (#286) 2023-05-05 17:57:02 +02:00
Nicolas Patry 690fc31757
fix(server): fix convert (#284) 2023-05-05 15:28:08 +02:00
Nicolas Patry f08343d44d
fix(server): Removes the parallelism in file convertion (during download) (#275) 2023-05-04 15:22:54 +02:00
OlivierDehaene 85aa7e2e7b
feat(server): support hf endpoint weight layout (#266) 2023-05-03 11:36:24 +02:00
OlivierDehaene 4096000e34
fix(server): fix typo in tokenizers decode (#269)
closes #268
2023-05-03 10:10:34 +02:00
Ehsan M. Kermani f092ba9b22
feat(server): add watermarking tests (#248) 2023-04-27 19:16:35 +02:00
OlivierDehaene b9ae7e5da1
chore(server): update transformers (#250) 2023-04-27 09:57:41 +02:00
Nick Hill 34bca0b8d3
fix(server): Small tidy of code from recent changes (#251)
remaining_decode_tokens was calculated twice in Seq2SeqLMBatch.filter()
2023-04-27 09:57:28 +02:00
Nick Hill b4cf832c40
fix(server): fix reshaping of bloom past_key_values in concatenate() (#252)
Introduced in #214 

Fixes #249
2023-04-27 09:51:27 +02:00
Nicolas Patry db2b4e0754
feat(router): new healthcheck that skips the queue (#244)
Co-authored-by: OlivierDehaene <23298448+OlivierDehaene@users.noreply.github.com>
Co-authored-by: OlivierDehaene <olivier@huggingface.co>
2023-04-26 20:23:54 +02:00
OlivierDehaene 37b64a5c10
chore(server): update safetensors version (#235) 2023-04-25 13:50:56 +02:00
OlivierDehaene ebc74d5666
feat(router): use number of tokens in batch as input for dynamic batching (#226)
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2023-04-24 17:59:00 +02:00
OlivierDehaene 98a3e0d135
chore(server): update huggingface-hub (#227) 2023-04-24 15:57:13 +02:00
Nick Hill 4a7dd4085a
feat(server): reduce memory requirement (#214) 2023-04-24 14:15:42 +02:00
OlivierDehaene 6ded76a4ae
v0.6.0 (#222) 2023-04-21 21:00:57 +02:00
OlivierDehaene 4b460e72fb
fix(server): fix flash batch filtering (#220) 2023-04-21 20:26:01 +02:00
OlivierDehaene 1ffea36ec2
fix(server): fix flash causal (#219) 2023-04-21 19:49:08 +02:00
OlivierDehaene 86bca365df
fix(server): fix flash causal (#218) 2023-04-21 19:42:16 +02:00
OlivierDehaene afc5b999d0
fix(server): cleanup new flash past_key_values logic (#217) 2023-04-21 16:19:04 +02:00
OlivierDehaene db4cb5e4ed
fix(server): fix past key values logic (#216)
@njhill fyi
2023-04-21 15:59:18 +02:00
OlivierDehaene 343437c7b5
feat(router): add device and dtype info (#215) 2023-04-21 15:36:29 +02:00
Nick Hill ac8c0f6fe4
feat(server): flash attention past key value optimizations (#213) 2023-04-21 14:57:18 +02:00
OlivierDehaene 709d8936f6
feat(router): drop requests when client closes the channel (#202) 2023-04-20 11:07:40 +02:00
OlivierDehaene b6ee0ec7b0
feat(router): add git sha to info route (#208) 2023-04-19 21:36:59 +02:00
OlivierDehaene 6837b2eb77
fix(docker): remove unused dependencies (#205) 2023-04-19 19:39:31 +02:00
OlivierDehaene 5d27f5259b
fix(server): fix hf_transfer issue with private repos (#203) 2023-04-19 17:36:16 +02:00
OlivierDehaene a88c54bb4c
feat(server): check cuda capability when importing flash models (#201)
close #198
2023-04-19 12:52:37 +02:00
OlivierDehaene e14ae3b5e9
feat(server): support quantization for flash models (#200)
closes #197
2023-04-19 12:51:11 +02:00
OlivierDehaene 7a1ba58557
fix(docker): fix docker image dependencies (#187) 2023-04-17 00:26:47 +02:00
OlivierDehaene 53ee09c0b0
fea(dockerfile): better layer caching (#159) 2023-04-14 10:12:21 +02:00
OlivierDehaene 64347b05ff
fix(ci): fix CVE in github-slug-action (#174) 2023-04-13 12:43:05 +02:00
OlivierDehaene 880a76eed5
feat(server): support sharded santacoder (#167) 2023-04-12 17:18:08 +02:00
OlivierDehaene 5fa8ae041c
feat(server): optimize decode for sane tokenizers (#170) 2023-04-12 12:03:10 +02:00
OlivierDehaene 6f0f1d70f6
v0.5.0 (#168) 2023-04-11 20:32:18 +02:00
OlivierDehaene f26dfd0dc1
feat(server): support OPT models (#55)
OPT models do not all have a `tokenizer.json` file on the hub at the
moment. Can't merge for now.
2023-04-11 19:16:41 +02:00
OlivierDehaene 299217c95c
feat(server): add flash attention llama (#144) 2023-04-11 16:38:22 +02:00
OlivierDehaene 9987960062
feat(router): make router input validation optional (#164) 2023-04-09 20:22:27 +02:00
OlivierDehaene 1883d8ecde
feat(docker): improve flash_attention caching (#160) 2023-04-09 19:59:16 +02:00
OlivierDehaene 3f2542bb6a
fix(server): fix escape characters in stop sequence (#155) 2023-04-05 19:37:41 +02:00
OlivierDehaene c0aeb32583
feat(server): flash santacoder (#153) 2023-04-03 19:06:42 +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 08b7e4a282
fix(server): fix flash neox rotary embeddings (#150) 2023-03-30 16:12:23 +02:00
OlivierDehaene 610bb1f978
feat(benchmark): tui based benchmarking tool (#149) 2023-03-30 15:26:27 +02:00
OlivierDehaene c9bdaa8b73
feat(server): reduce mlp and attn in one op for flash neox (#145) 2023-03-28 16:51:41 +02:00
OlivierDehaene f000068944
feat(server): clear cache on error (#143) 2023-03-28 11:29:35 +02:00
Nick Hill 8e8dd984d8
feat(server): Add mypy-protobuf (#141)
Generates .pyi files for protobuf stubs which provide strong typing
information. Very helpful for IDE auto-completion, etc.
2023-03-27 09:25:15 +02:00
Nick Hill 462530c2b0
fix(server): Avoid using try/except to determine kind of AutoModel (#142) 2023-03-27 09:23:22 +02:00
OlivierDehaene ab5fd8cf93
v0.4.1 (#140) 2023-03-26 16:37:51 +02:00
OlivierDehaene 678b2f3900
feat(server): cleanup flash neox loading (#139) 2023-03-26 16:37:21 +02:00
OlivierDehaene d6a93fe992
fix(server): fix flash-neox scores warping (#137) 2023-03-24 18:21:41 +01:00
OlivierDehaene 05e9a796cc
feat(server): flash neoX (#133) 2023-03-24 14:02:14 +01:00
OlivierDehaene b49dbf2d88
fix(server): use server tokenizer as gt (#128) 2023-03-16 12:12:26 +01:00
OlivierDehaene 8ad60b752f
fix(server): add position ids to neox (#126) 2023-03-15 13:12:49 +01:00
OlivierDehaene cbd36aa4d1
fix(server): revert gpt-neox optims (#123) 2023-03-13 22:57:08 +01:00
OlivierDehaene 411d6247f4
v0.4.0 (#119) 2023-03-09 16:07:01 +01:00
OlivierDehaene c0795de2f2
fix(server): do not warp prefill logits (#116) 2023-03-09 13:00:10 +01:00
OlivierDehaene 1a2d68250a
feat: support typical sampling (#114)
closes #112
2023-03-09 11:33:57 +01:00
OlivierDehaene 941cd42e0c
fix(server): fix index out of range for watermarking (#110) 2023-03-08 18:29:08 +01:00
OlivierDehaene b1485e18c5
fix(server): fix galactica batch (#106)
closes #105
2023-03-07 20:05:21 +01:00
OlivierDehaene 3fef90d50f
feat(clients): Python client (#103) 2023-03-07 18:52:22 +01:00
OlivierDehaene cd5961b5da
feat: allow local models (#101)
closes #99
2023-03-06 14:39:36 +01:00
OlivierDehaene 9b205d33cc
fix(server): fix generate_stream by forcing tokens to be decoded correctly (#100) 2023-03-06 13:22:58 +01:00
OlivierDehaene 1c19b0934e
v0.3.2 (#97) 2023-03-03 18:42:20 +01:00
OlivierDehaene 0b6807caa4
feat(server): fix transformers commit (#96) 2023-03-03 17:56:27 +01:00
OlivierDehaene 2d39f199ae
feat(server): update to hf_transfer==0.1.2 (#93) 2023-03-03 11:26:27 +01:00
OlivierDehaene 9b8ea6a6c7
feat(server): add logits watermark (#90) 2023-03-02 12:30:41 +01:00
OlivierDehaene 65e2f1624e
fix(server): fix token_is_special (#87) 2023-02-24 17:20:00 +01:00
OlivierDehaene 0ac184ce77
feat(server): add special token bool (#85) 2023-02-24 15:55:57 +01:00
OlivierDehaene 4b1c9720c0
v0.3.1 (#84) 2023-02-24 13:27:41 +01:00
OlivierDehaene 44ce098c10
feat(server): pre-allocate max attention mask (#75) 2023-02-24 12:49:21 +01:00
OlivierDehaene 78063c0569
fix(server): remove position_ids from galactica forward (#82)
closes #80
2023-02-20 19:28:57 +01:00
OlivierDehaene 17bc841b1b
feat(server): enable hf-transfer (#76) 2023-02-18 14:04:11 +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 c5a4a1faf3
feat(server): improve download logging (#66) 2023-02-15 16:11:32 +01:00
OlivierDehaene 0fbc691946
feat: add safetensors conversion (#63) 2023-02-14 13:02:16 +01:00
OlivierDehaene 9af454142a
feat: add distributed tracing (#62) 2023-02-13 13:02:45 +01:00
OlivierDehaene 1ad3250b89
fix(docker): increase shm size (#60) 2023-02-08 17:53:33 +01:00
OlivierDehaene c503a639b1
feat(server): support t5 (#59) 2023-02-07 18:25:17 +01:00
OlivierDehaene 2fe5e1b30e
V0.2.1 (#58) 2023-02-07 15:40:25 +01:00
OlivierDehaene 4acc42a605
fix(server): better handling of inference mode (#57) 2023-02-07 15:38:22 +01:00
OlivierDehaene 20c3c5940c
feat(router): refactor API and add openAPI schemas (#53) 2023-02-03 12:43:37 +01:00
OlivierDehaene b1482d9048
breaking(router): modify /generate API to only return generated text (#50)
@njhill, @yk FYI

generated_text was concatenated to the user prompt for legacy reason. We
want to remove this behaviour as we don't think it is useful and even
detrimonial to usability.

We also remove the unused Vec.
2023-02-02 15:02:04 +01:00
OlivierDehaene df227ac20d
fix(server): allow greedy repetition penalty (#51) 2023-02-02 10:34:35 +01:00
OlivierDehaene 775115e3a5
feat(server): allow the server to use a local weight cache (#49) 2023-02-01 16:22:10 +01:00
OlivierDehaene 313194f6d7
feat(server): support repetition penalty (#47) 2023-02-01 15:58:42 +01:00
OlivierDehaene 2ad895a6cc
feat(server): allow gpt-neox models with odd vocab sizes to be sharded (#48) 2023-02-01 14:43:59 +01:00
OlivierDehaene f830706b21
feat(server): Support GPT-Neox (#39) 2023-01-31 18:53:56 +01:00
OlivierDehaene c6e8b9442b
fix(server): fix quantization for sharded models (#45) 2023-01-31 17:40:38 +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 03bdf18290
fix(server): fix seeding on gpu (#42) 2023-01-31 14:30:33 +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 cd298bc5e5
feat: Support sampling seeding (#37)
Co-authored-by: Yannic Kilcher <yk@users.noreply.github.com>
2023-01-30 15:36:16 +01:00
OlivierDehaene ce960be0a5
feat(bloom): use torch.nn.Linear and torch.nn.GELU (#33) 2023-01-26 15:33:45 +01:00
OlivierDehaene 13e7044ab7
fix(dockerfile): fix docker build (#32) 2023-01-24 19:52:39 +01:00
OlivierDehaene 1f570d181f
fix(server): Fix position ids (#28) 2023-01-20 15:35:22 +01:00
OlivierDehaene 15511edc01
feat(server): Support SantaCoder (#26) 2023-01-20 12:24:39 +01:00
Nick Hill e6d3eb5d5d
fix(server): Minor refactorization using new_zeros (#24)
- Fix some type hints, in particular base tokenizer class
- Make use of `tensor.new_zero/empty` methods
- Simplify env var string parsing in launcher
2023-01-17 09:10:22 +01:00
OlivierDehaene fcc2c5fcbf
feat(launcher): Log server stdout (#19)
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2023-01-05 12:01:23 +01:00
Nicolas Patry b94f30215f
fix(server): Use cleanup_tokenization_spaces=False for lossless decoding (#13)
Fixes #12 in the easiest way I could think of.
2023-01-03 11:07:05 +01:00
Nick Hill 686cc66717
fix(server): Check for device type correctly when determining initial padding (#16)
AFAIK there is no torch device type called "gpu".
2022-12-30 19:30:42 +01:00
OlivierDehaene 611e21cb13
fix(server): Fix stop sequences (#11) 2022-12-16 16:03:39 +01:00
OlivierDehaene 32a253063d
feat: Return logprobs (#8) 2022-12-15 17:03:56 +01:00
OlivierDehaene 718096f695
feat: Support stop sequences (#7) 2022-12-12 18:25:22 +01:00
OlivierDehaene 042180d88f fix(server): Only pad to multiple of 8 on GPUs 2022-12-08 19:37:37 +01:00
OlivierDehaene a2985036aa
feat(server): Add model tests (#6) 2022-12-08 18:49:33 +01:00
Nick Hill 31d76e238d
fix(batching): Avoid theoretical hang in batcher loop (#5)
- Avoid theoretical hang in batcher loop
- Avoid a couple of clones in the router generate method
- Keep attention mask tensors as integers
- Remove num_heads attribute

Co-authored-by: OlivierDehaene <Olivier.dehaene@gmail.com>
2022-12-05 10:10:59 +01:00
OlivierDehaene daa1d81d5e
feat(server): Support Galactica (#4) 2022-12-01 19:31:54 +01:00
OlivierDehaene dccd5c2b1a feat(server): Clarify CausalLMBatch concatenate method 2022-11-09 18:24:07 +01:00
OlivierDehaene fa43fb71be fix(server): Fix Transformers fork version 2022-11-08 17:42:38 +01:00
OlivierDehaene 4236e41b0d feat(server): Improved doc 2022-11-07 12:53:56 +01:00
OlivierDehaene 427d7cc444 feat(server): Support AutoModelForSeq2SeqLM 2022-11-04 18:03:04 +01:00
OlivierDehaene c5665f5c8b feat(server): Support generic AutoModelForCausalLM 2022-11-04 14:22:47 +01:00
OlivierDehaene 755fc0e403 fix(models): Revert buggy support for AutoModel 2022-11-03 16:07:54 +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
OlivierDehaene 09674e6df9 feat(server): Support bitsandbytes 2022-10-27 14:25:29 +02:00
Nicolas Patry c8ce9b2515
feat(server): Use safetensors
Co-authored-by: OlivierDehaene <23298448+OlivierDehaene@users.noreply.github.com>
2022-10-22 20:00:15 +02:00
Olivier Dehaene f16f2f5ae1 v0.1.0 2022-10-20 19:14:44 +02:00
Olivier Dehaene 5e5d8766a2 feat: Improve error handling 2022-10-17 14:59:00 +02:00
Olivier Dehaene bcb53903b8 feat: Add AML deployment 2022-10-15 20:21:50 +02:00
Olivier Dehaene bf99afe916 feat: Docker image 2022-10-14 15:56:21 +02:00
Olivier Dehaene 4c693e6524 Refactored gRPC interface
Added validation logic
2022-10-11 16:50:54 +02:00
Olivier Dehaene 1d986983d5 fix: cleanup 2022-10-08 12:34:25 +02:00
Olivier Dehaene 295831a481 Init 2022-10-08 12:30:12 +02:00