a075153adf
feat(train): add fsdp training option ( #293 )
...
* feat(fsdp): add training option for fsdp
* fix(fsdp): add mix-precision training
* fix failure in lint-check
* fix format problem
* restore 7B_sft
* fix load ckpt bug
* fix load ckpt bug2
* feat(solver/optimizer): add new file fsdp_optimizer.py
* fix(train.py): fix ci lint error
* fix(fsdp_optimizer.py): wait grad async
* fix bug for loading ckpts when zero1 < dp_size
* fix(context/parallel_context.py): only log warning for fsdp
* change ckpt name
* fix(model/modeling_internlm.py): fix checkpoint=False runtime error
* more wrap
* add support for FSDP with tp
* modify args_sanity_check for fsdp with pipeline and fsdp with moe
* fix(internlm/utils/parallel.py): fix circular import
* fix(internlm/train/training_internlm.py): remove set IS_TENSOR_PARALLEL attr
* fix(internlm/train/training_internlm.py): update wrap class and fix lint error
* fix(internlm/model): reset dropout_selective_checkpoint=True
* feat(configs/7B_sft.py): move fsdp config to parallel zero1
* feat(configs/7B_sft.py): adapt to old version config
---------
Co-authored-by: huangting4201 <1538303371@qq.com>
2023-10-09 18:59:31 +08:00
582ee000bd
feat(moe):support zero for expert local dp ( #404 )
...
* support zero for expert local dp
* fix above codes:
*treat optim.zero_world_size and optim.zero_local_rank as list in model_checkpoint.py and test_model_checkpoint.py
*add overlap and zero check for moe in args_sanity_check(.)
2023-10-09 17:45:26 +08:00
916647c0a1
fix(pipeline): fix bugs for pipeline when enable mixed precision ( #382 )
...
* fix bugs for pipeline
* restore logic for empty fp32 group
* move optim.dtype to each param group
2023-10-09 14:01:15 +08:00
9aef11e89c
make seed in different tensor rank different ( #405 )
2023-10-09 13:53:52 +08:00
8b65e2e3c4
fix(doc): fix huggingface url ( #392 )
2023-10-07 02:03:44 -05:00
4f9e8cd70d
Doc(config): add auto_resume annotation into example config ( #380 )
...
* doc(config): add auto_resume related comments
* update auto_resume 7B_sft.py
* Update 7B_sft.py
* Update 7B_sft.py
2023-09-28 13:39:02 +08:00
375240e039
feat(moe): add local data parallel support for experts ( #376 )
...
* add local data parallel support for experts
* fix model checkpoint for local dp mode of expert
* do not set ep size from config
2023-09-28 13:38:02 +08:00
c8242572f2
fix the moe loss as none for panel_metrics ( #379 )
2023-09-27 20:29:50 +08:00
e34e7307c9
docs(doc): add tf32 docs ( #374 )
...
* add zh docs for tf32
* add english docs
* add docs for tf32 in mix precision
* add english doc
* modify the gitignore
2023-09-27 15:55:44 +08:00
136d55ec30
feat(moe): add moe module ( #182 )
...
* feat(XXX): add moe
* reformat code
* modified: .pre-commit-config.yaml
modified: internlm/model/moe.py
modified: internlm/model/modeling_internlm.py
* modified: internlm/model/modeling_internlm.py
* modified: internlm/core/context/process_group_initializer.py
modified: internlm/core/scheduler/no_pipeline_scheduler.py
modified: internlm/solver/optimizer/hybrid_zero_optim.py
* modified: internlm/model/moe.py
modified: internlm/moe/sharded_moe.py
modified: internlm/utils/parallel.py
* rollback .pre-commit-config.yaml
* add residual and other moe features
* modify grad clipping due to moe
* add param arguments
* reformat code
* add expert data support and fix bugs
* Update .pre-commit-config.yaml
* modified: internlm/model/modeling_internlm.py
* add no-interleaved & no-overlapped moe pp support
* support zero_overlap_communication
* avoid moe parameter partition in zero optimizer
* fix the moe_loss_coeff bug
* suppport interleaved pp
* fix moe bugs in zero optimizer
* fix more moe bugs in zero optimizer
* fix moe bugs in zero optimizer
* add logger for moe_loss
* fix bugs with merge
* fix the pp moe bugs
* fix bug on logger
* update moe training cfg on real-dataset
* refactor code
* refactor code
* fix bugs with compute moe norm
* optimize code with moe norm computing
* fix the bug that missing scale the latent moe loss
* refactor code
* fix moe loss logger for the interleaved pp
* change the scale position for latent moe_loss
* Update 7B_sft.py
* add support for moe checkpoint
* add comments for moe
* reformat code
* fix bugs
* fix bugs
* Update .pre-commit-config.yaml
* remove moe_loss_coeff parameter passing
* fix group_norms computing in hybrid_zero_optim
* use dummy mode to generate random numbers in model construction
* replace flashatten experts by feedforward experts
* fix bugs with _compute_norm_with_moe_group
* merge upstream/develop into feature_add_moe
* merge upstream/develop into feature_add_moe
* change float16 to bfloat16
* fix interface for dense pipeline
* refactor split_moe_group code
* fix precision inconsistency
* refactor code
* Update 7B_sft.py
* refactor code
* refactor code
* refactor code
* refactor code
* refactor code for split group
* refactor code for log
* fix logger for moe
* refactor code for split param group
* fix the moe_loss for ci and val
* refactor
* fix bugs with split group
* fix bugs in save/load moe checkpoint
* add moe module to `__init__.py`
* add compatible code for old version
* update moe config file
* modify moe config file
* fix merge bugs
* update moe config file
* change condition for compatibility
---------
Co-authored-by: zhanglei <ryancheung98@163.com>
Co-authored-by: Ryan (张磊) <leizhang.real@gmail.com>
2023-09-27 15:54:53 +08:00
07038d1224
docs(doc/code-docs): update document image for InternLM parallel architecture ( #373 )
...
* docs(doc/imgs): update image for internlm parallel architecture
* docs(doc/code-docs): remove fuzzy translation in sphinx files
* update english translation in readthedocs
2023-09-27 11:50:22 +08:00
655e9dae40
Feat(norm)/support fused precision ( #319 )
...
* add fused precision support for norm
* refactor code
* refactor code
* change the granularity of hook
* fix bugs if self.model is ModuleList
* add dtype condition for post hook
* refactor code for split group
* refactor code for pre/post hook
* refactor code for split group
* remove fp32 hook for norm
* unit tests for fused precision
* add doc for fused precision
* add doc for En. version
* reformat docs
* Update mixed_precision.rst
* Update mixed_precision.po
* update mixed_precision.po
2023-09-26 20:39:55 +08:00
96b20cd43f
doc(usage): add dynamic ntk into doc ( #367 )
...
* add long text generation in doc/usage.md
* add long text generation in doc/usage.md
* add long text generation in doc/usage.md
---------
Co-authored-by: YWMditto <862779238@qq.com>
2023-09-26 16:58:46 +08:00
c1e30cff2c
feat(numa): bind numa if possible ( #320 )
...
* feat:add numa
* feat:add bind numa
* feat:add bind numa
* feat:add bind numa
* feat: bind numa
* feat: bind numa
* feat: add numa
* feat:add numa
* feat:add numa
* try_bind_numa should not raise exception
---------
Co-authored-by: 877825076@qq.com <877825076@qq.com>
2023-09-25 19:34:52 +08:00
9284303a6d
doc(monitor): add light monitoring doc ( #352 )
...
* add light monitoring doc
* update light monitoring doc
* update light monitoring doc
* update light monitoring doc
* update light monitoring doc continue
* update light monitoring doc continue
* update monitor config doc
* update monitor config doc continue
* update monitor config doc continue
2023-09-25 19:28:09 +08:00
847cc819dd
fix(monitor): add volc and aliyun jobid ( #338 )
...
* add volc and aliyun jobid
* rm workspaceid
2023-09-25 17:58:32 +08:00
064965527b
fix(config): monitor config key error when args_check is False ( #362 )
...
* add monitor switch
* add switch to light monitor
* fix alert_address is empty
* fix light monitor heartbeat
* init light_monitor on rank_log only
* add comments to the monitoring config
* optimize config
* fix monitor config key error when args_check is False
2023-09-25 17:30:36 +08:00
26a7397752
fix(storage): fix try_get_storage_backend ( #359 )
...
* fix(storage): fix try_get_storage_backend
* fix typo and print infos only in log rank
* fix typo and print infos only in log rank
---------
Co-authored-by: gaoyang07 <Gary1546308416AL@gmail.com>
2023-09-25 15:16:25 +08:00
a86c4bbbfd
Merge branch 'main' into develop
2023-09-22 19:24:03 +08:00
d1e52f0c03
feat(doc/code-docs): add checkpoint save/load usage doc ( #311 )
...
* feat(doc): add checkpoint doc
* fix checkpoint doc
* fix comment
* fix(doc/code-docs): remove fuzzy
* fix(doc/code-docs): fix some errors
* fix(doc/code-docs): minor fix
---------
Co-authored-by: li126com <li126com2@126.com>
Co-authored-by: huangting4201 <1538303371@qq.com>
2023-09-22 18:45:33 +08:00
1ed36754df
feat(.github/workflows): update ci e2e tests and add ci unit tests ( #324 )
...
* feat(.github/workflows/e2e_test.yaml): update e2e yaml
* feat(.github/workflows/e2e_test.yaml): update e2e yaml
* test e2e
* test e2e
* test e2e
* test e2e
* test e2e
* fix(ci): test ci
* fix(ci): test ci
* fix(ci): test ci
* fix(ci): test ci
* fix(ci): test ci
* fix(ci): add weekly tests
---------
Co-authored-by: huangting4201 <huangting3@sensetime.com>
2023-09-22 14:07:14 +08:00
f5337f6e02
Feat(PythonGC): Do garbage collection manually ( #326 )
...
* feat:add gc control
* feat:add gc control
* feat:add gc control
* feat:add gc
* re-lint
2023-09-22 13:52:25 +08:00
3b0eff0c8a
fix(model/embedding.py): ci lint check error ( #345 )
...
* fix(ci): fix ci lint error
* fix(ci): fix ci lint error
2023-09-21 14:46:22 +08:00
8464425a7b
feat(mdoel): add DynamicNTKScalingRotaryEmbedding ( #339 )
...
* add dynamic ntk rope
* update dynamic ntk rope
* fix lint check
* fix lint check
* add more desc
---------
Co-authored-by: YWMditto <862779238@qq.com>
2023-09-20 23:31:47 +08:00
e611817442
fix(doc): add 20b releasing info to readme ( #330 )
...
* fix(eval): StreamingDataset does not have an __len__ method.
* doc(readme): update readme
* update readme
* update readme
* update readme
* update readme
* update readme
* update readme
2023-09-20 16:46:45 +08:00
5e5d160685
fix(readme): fix readme about 20B releasing ( #329 )
...
* fix(eval): StreamingDataset does not have an __len__ method.
* doc(readme): update readme
* update readme
* update readme
* update readme
* update readme
* update readme
2023-09-20 16:26:43 +08:00
2a09ebd5c1
doc(readme): update readme, add 20B releasing info ( #328 )
...
* fix(eval): StreamingDataset does not have an __len__ method.
* doc(readme): update readme
* update readme
2023-09-20 16:04:43 +08:00
67eda4cbe1
fix(.github/workflows/e2e_test.yaml): update ci runner name
2023-09-19 18:13:20 +08:00
30b21075e8
merge main
2023-09-19 18:04:47 +08:00
6a5915bf0d
feat(linear): optimize mlp by using jit ( #321 )
...
* fuse silu op
* refactor code
* fix lint
* fix lint
2023-09-19 14:57:43 +08:00
025ca55dfe
test(tests/test_training): add training e2e tests for loss spike and loss accuracy ( #304 )
...
* tests(test_training): add test case for loss accuracy
* tests(test_training): update test cases
* ci(.github/workflows/e2e_test.yaml): remove pull submodule
* ci(.github/workflows/e2e_test.yaml): update ci env and remove useless env var
* test(tests/test_training): add 16 GPUs test cases
* test(tests/test_training): fix training_16GPU_8DP2PP test case error
* test(tests/test_training): add new case for interleaved pp
* test(tests/test_training): remove redundant code
* test(tests/test_training): update ci job timeout minutes to 30m
* feat(initialize/launch.py): check num_chunks and interleaved_overlap
---------
Co-authored-by: huangting4201 <huangting3@sensetime.com>
2023-09-19 14:55:40 +08:00
bfefc4ea3c
test(ci_scripts): move ci env ( #317 )
...
* change partition and runner label
* change rm action to mv
* use spot
* use rsync to move test files
* remove *
* remove *
* change into llm_s partition
---------
Co-authored-by: wangmengke <wangmengke@pjlab.org.cn>
2023-09-19 14:52:32 +08:00
b9824fab89
fix(tools): fix yield bug in stream_chat ( #315 )
2023-09-19 14:18:02 +08:00
cd6426a249
feat(tools): support openai api ( #313 )
...
* fix(chat): fix stream_chat to return generator (#123 )
* fix(configs/7B_sft.py): model dtype float16 to bfloat16 (#302 )
* fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError (#299 )
* support openai api to deploy internlm
* update README for information os openai_api.py
* change example in README_EN.md to English
* delete unnecessary print; fix model card typo; fix chat epoch
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: huangting4201 <1538303371@qq.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
2023-09-19 13:49:48 +08:00
2710fa7343
Merge develop to main ( #314 )
...
* feat: add unitest for model (#300 )
* feat: add unitest for model
* feat:add model test
* Merge main to develop (#309 )
* fix(chat): fix stream_chat to return generator (#123 )
* fix(configs/7B_sft.py): model dtype float16 to bfloat16 (#302 )
* fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError (#299 )
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
* docs(doc/code-docs): add figure for training docs (#307 )
* add training image for docs
* docs(doc/code-docs): add training img for en doc
* docs(doc/code-docs): fix en docs for initialize
* docs(doc/code-docs): update conf file for readthedocs
* docs(doc/code-docs): fix typos
* docs(doc/code-docs): fix typos for reathedocs
* docs(doc/code-docs): minor typo fix for reathedocs
* docs(doc/code-docs): fix readthedocs conf file
* docs(doc/code-docs): update training image
* docs(doc/code-docs): fix typos
* docs(doc/code-docs): update training image
* docs(doc/code-docs): move training image to section initialize
* docs(doc/code-docs): fix lint
* add badge about reathedocs status
* Merge main to develop (#312 )
* fix(chat): fix stream_chat to return generator (#123 )
* fix(configs/7B_sft.py): model dtype float16 to bfloat16 (#302 )
* fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError (#299 )
* docs(doc/code-docs): update quickstart usage (#301 )
* docs(usage.md): update usage.md
* docs(doc/code-docs): update en usage
---------
Co-authored-by: huangting4201 <huangting3@sensetime.com>
* docs(doc/code-docs): update en usage
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
Co-authored-by: huangting4201 <huangting3@sensetime.com>
* feat: more tgs (#310 )
* feat:more tgs
* feat:add more tgs
* feat:more tgs
* feat: add optimizer_unitest (#303 )
* feat: add optimizer_unitest
* feat: add optimizer test
* feat: add optimizer test
* feat:add optimizer test
* fianl change
* feat:add optimizer test
* feat:add optimizer test
* feat:add optimizer test
---------
Co-authored-by: jiaxingli <43110891+li126com@users.noreply.github.com>
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
Co-authored-by: Season <caizheng@pjlab.org.cn>
Co-authored-by: huangting4201 <huangting3@sensetime.com>
2023-09-15 19:12:38 +08:00
ab513e1ddd
feat: add optimizer_unitest ( #303 )
...
* feat: add optimizer_unitest
* feat: add optimizer test
* feat: add optimizer test
* feat:add optimizer test
* fianl change
* feat:add optimizer test
* feat:add optimizer test
* feat:add optimizer test
2023-09-15 18:56:56 +08:00
794a484666
feat: more tgs ( #310 )
...
* feat:more tgs
* feat:add more tgs
* feat:more tgs
2023-09-15 18:56:11 +08:00
607f691e16
Merge main to develop ( #312 )
...
* fix(chat): fix stream_chat to return generator (#123 )
* fix(configs/7B_sft.py): model dtype float16 to bfloat16 (#302 )
* fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError (#299 )
* docs(doc/code-docs): update quickstart usage (#301 )
* docs(usage.md): update usage.md
* docs(doc/code-docs): update en usage
---------
Co-authored-by: huangting4201 <huangting3@sensetime.com>
* docs(doc/code-docs): update en usage
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
Co-authored-by: huangting4201 <huangting3@sensetime.com>
2023-09-15 16:19:26 +08:00
42802a2b31
docs(doc/code-docs): update quickstart usage ( #301 )
...
* docs(usage.md): update usage.md
* docs(doc/code-docs): update en usage
---------
Co-authored-by: huangting4201 <huangting3@sensetime.com>
2023-09-15 15:29:58 +08:00
de68cc5007
docs(doc/code-docs): add figure for training docs ( #307 )
...
* add training image for docs
* docs(doc/code-docs): add training img for en doc
* docs(doc/code-docs): fix en docs for initialize
* docs(doc/code-docs): update conf file for readthedocs
* docs(doc/code-docs): fix typos
* docs(doc/code-docs): fix typos for reathedocs
* docs(doc/code-docs): minor typo fix for reathedocs
* docs(doc/code-docs): fix readthedocs conf file
* docs(doc/code-docs): update training image
* docs(doc/code-docs): fix typos
* docs(doc/code-docs): update training image
* docs(doc/code-docs): move training image to section initialize
* docs(doc/code-docs): fix lint
* add badge about reathedocs status
2023-09-15 15:22:22 +08:00
07fc5f674a
Merge main to develop ( #309 )
...
* fix(chat): fix stream_chat to return generator (#123 )
* fix(configs/7B_sft.py): model dtype float16 to bfloat16 (#302 )
* fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError (#299 )
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
Co-authored-by: zhjunqin <zhjunqin@users.noreply.github.com>
Co-authored-by: jiangtann <39088437+jiangtann@users.noreply.github.com>
2023-09-14 16:32:15 +08:00
882a07011c
feat: add unitest for model ( #300 )
...
* feat: add unitest for model
* feat:add model test
2023-09-14 13:18:34 +08:00
09e71cebf3
fix(convert2hf.py): fix the rotary_emb.inv_freq KeyError ( #299 )
2023-09-11 20:17:11 +08:00
e354410bd2
fix(configs/7B_sft.py): model dtype float16 to bfloat16 ( #302 )
2023-09-11 20:06:22 +08:00
8420115b5e
fix(chat): fix stream_chat to return generator ( #123 )
2023-09-10 23:46:45 +08:00
2ec20707d0
Merge remote-tracking branch 'origin/develop'
2023-09-08 20:42:55 +08:00
85e39aae67
fix(ckpt): fix snapshot none load error and remove file lock ( #298 )
2023-09-08 20:41:53 +08:00
9481df976f
Merge remote-tracking branch 'origin/develop'
2023-09-08 17:58:04 +08:00
1ee31ff9b1
feat: add runtime diag ( #297 )
...
* feat: add runtime diag
* add diag_outlier_ratio
---------
Co-authored-by: yingtongxiong <974106207@qq.com>
2023-09-08 17:56:46 +08:00
06807a6fd5
docs(doc/code-docs): refine profiler docs ( #295 )
...
* add detailed profiler guide
* added torch profiler detailed docs
* add english docs for profiler page
* docs(code-docs/source/profiler.rst): resize profiler trace image
* docs(code-docs/source/profiler.rst): fix typo
* docs(doc/imgs/torch_profiler_trace.png): update trace image
2023-09-08 16:58:36 +08:00
zaglc