大型模型面试资料
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xx????.doc [43.2 KB]
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XXX.doc [225.7 KB]
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2??_??XX-JAVA_20201129154437.docx [61.2 KB]
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2??Java2.docx [31.7 KB]
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JAVA???????????.doc [56.5 KB]
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2017?????????????????????????C??.pdf [2.0 MB]
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2018???????????????? ????2.pdf [1015.9 KB]
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2015???????????????????.pdf [794.7 KB]
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2015??2018?????????????.pdf [766.2 KB]
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2015?????????????????????.pdf [777.1 KB]
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2016???????????????????.pdf [813.9 KB]
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2018???????????????????????..pdf [1.4 MB]
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2018??????????????????.pdf [816.6 KB]
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2018??????HR??????.pdf [813.0 KB]
2018????????????????????.pdf [836.1 KB]
2017???????????????.pdf [799.2 KB]
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? ? 4?????????????
?????????????HR???????????.docx [37.6 KB]
HR???????????.docx [21.8 KB]
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HR???????????????.docx [21.7 KB]
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HR???????????????7?????????.doc [214.5 KB]
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????HR??????????????????.doc [29.0 KB]
3.HR??????????+????????????.png [493.5 KB]
? 1.AiGC???????-???????????
1.AiGC???????-?????????????.png [493.5 KB]
74-LLaMA ???????????.pdf [207.0 KB]
40-??????LLMs?????????.pdf [304.7 KB]
69-?????????LLM Hallucination????.pdf [838.2 KB]
31-??????LLMs????????.pdf [675.3 KB]
81-??????????.pdf [233.1 KB]
42-??????LLMs???????????.pdf [525.5 KB]
62-LLMs ??????????.pdf [240.9 KB]
85-Token????????????.pdf [129.1 KB]
8-??????LLMs????????.pdf [1018.6 KB]
87-NLP Trick ?.pdf [146.9 KB]
20-?????????????????????????????????.pdf [704.0 KB]
34-????lora??llama2????????.pdf [2.3 MB]
72-LLMs ????.pdf [121.1 KB]
29-LoRA ????.pdf [767.3 KB]
requirements.txt [16.0 B]
17-??????LLMs??RAG ????????????????????.pdf [661.7 KB]
21-RAG??Retrieval-Augmented Generation????????.pdf [616.7 KB]
41-??????LLMs??LLM????SFT?????????.pdf [731.1 KB]
75-GPT ?????.pdf [239.3 KB]
46-??????????????? ???? nn.DataParallel?.pdf [813.7 KB]
32-??????LLMs???????????.pdf [904.6 KB]
36-??????LLMs?????????.pdf [277.6 KB]
28-???????Prompting???.pdf [446.5 KB]
14-????LLM+????????????? ??????.pdf [2.2 MB]
84-??????LLMs?????????????.pdf [93.8 KB]
30-?????? PEFT?? ?? LoRA??.pdf [695.7 KB]
19-?????????????????????????????????????.pdf [733.9 KB]
27-???????????Adapter-tuning???.pdf [184.6 KB]
39-????????????????????????.pdf [571.6 KB]
37-??????LLMs???????????RLHF?????????.pdf [2.4 MB]
12-??????????AI???????????8?????????.pdf [362.0 KB]
68-SwiftInfer ???? ???????????????????????46%???????????????????.pdf [702.2 KB]
54-pytorch ???????? ??-bug ?????.pdf [666.1 KB]
13-????langchain RAG????????.pdf [375.7 KB]
58-????????????????????????????? ???? ????????tokenization.pdf [662.4 KB]
64-???????????????? ???? vLLM.pdf [667.8 KB]
73-???????baichuan7B??13B??53B??baichuan2 ????.pdf [1.1 MB]
65-LLM??????????????????????????Faster Transformer?.pdf [610.6 KB]
3-LLMs ???????.pdf [375.0 KB]
43-???????????.pdf [264.8 KB]
33-??????????Pretrain??????????.pdf [379.9 KB]
26-??????LLMs?????????????(PEFT) ??.pdf [1.5 MB]
61-??????LLMs???????.pdf [318.7 KB]
24-??????LLMs??RAG ??????? ???? RAG-Fusion?.pdf [1.1 MB]
16-LLM?????? ???? pdf???????????.pdf [2.1 MB]
91-?????????????????.pdf [361.6 KB]
15-????? RAG ??????.pdf [1.4 MB]
55-??????LLMs??agent ??.pdf [1.3 MB]
38-??????LLMs??????????? PPO ??.pdf [271.0 KB]
11-??????LLMs??langchain ??.pdf [631.0 KB]
86-?????????????.pdf [402.6 KB]
18-??????LLMs??RAG ???????????????????.pdf [482.9 KB]
92-LLMs ???? Trick.pdf [256.6 KB]
51-?????????????????? accelerate ??????? ???????.pdf [641.5 KB]
78-????????????.pdf [276.8 KB]
71-???????????????.pdf [282.5 KB]
49-?????????????? ???? AMP????????? ???????.pdf [822.8 KB]
88-??????????????.pdf [668.5 KB]
70-?????????????.pdf [418.1 KB]
9-??????LLMs???????.pdf [2.9 MB]
63-LLM??????????????????????????PagedAttention?.pdf [849.8 KB]
1-??????LLMs????????.pdf [481.6 KB]
79-LLMs ????? ?? ??????? ?????.pdf [340.3 KB]
2-Layer normalization ?.pdf [488.6 KB]
23-??????LLMs??RAG ???? ????????????????.pdf [1.3 MB]
57-LLMs Tokenizer ?.pdf [378.6 KB]
50-??????????????????? Pytorch?? DeepSpeed ???????.pdf [1.2 MB]
59-?????????????????????????????? ???? ?????????.pdf [917.7 KB]
47-??????????????? ???? nn.parallel.DistributedDataParallel.pdf [992.0 KB]
52-?????????????????? ZeRO ??.pdf [853.9 KB]
22-???????????(RAG) ????????.pdf [2.6 MB]
67-LLM?????????StreamingLLM?????????????????????.pdf [41.9 KB]
48-?????????????? ???? torch.multiprocessing ???????.pdf [272.6 KB]
main.py [2.6 KB]
80-MOE??Mixture-of-Experts???.pdf [707.4 KB]
66-??Python????????????LLM??????? ???? LightLLM.pdf [711.1 KB]
60-?????????????????????????????? ???? ??????????????????.pdf [403.2 KB]
53-??????????????????.pdf [250.0 KB]
82-LLMs ???????.pdf [133.7 KB]
89-??????????????.pdf [406.7 KB]
7-?????????.pdf [175.0 KB]
56-LLMs ????????.pdf [668.6 KB]
44-??????LLMs???????????.pdf [1.6 MB]
25-Graph RAG ?? ?? ??? ??????????????????????????.pdf [951.7 KB]
10-LLMs ?????????.pdf [253.5 KB]
90-????????????????.pdf [505.5 KB]
5-transformers ?????.pdf [227.1 KB]
45-?????????????? ???? ??????????Pipeline Parallelism??.pdf [1.4 MB]
83-????? CUDA ????????????????? ???? bitsandbytes?.pdf [172.5 KB]
6-LLMs ????????.pdf [355.6 KB]
77-???? Chain-of-Thought??COT???????.pdf [2.0 MB]
35-??????LLMs????????.pdf [252.6 KB]
4-Attention ??????.pdf [410.4 KB]
76-???? Chain-of-Thought??COT??.pdf [560.4 KB]
? 2.???????????????(????)FAQ_Of_LLM_Interview-main
? ? langchain
? ? LangChain
? ? test
test_key.py [202.0 B]
__init__.py
titanic.db [56.0 KB]
demo01.ipynb [13.9 KB]
__init__.py
Chinook.db [984.0 KB]
demo03.py [277.0 B]
demo03.ipynb [13.7 KB]
demo01.py [1.3 KB]
Chinook_Sqlite.sql [581.7 KB]
demo02.ipynb [26.0 KB]
titanic.csv [42.3 KB]
demo02.py [1.4 KB]
t.zip [1.8 MB]
LangChain&LCEL.md [1.7 KB]
LangChain&Server&Cli.md [286.0 B]
LangChain&SQL.md [2.5 KB]
LC&Extract.md [263.0 B]
LangChain&CSV.md [1.3 KB]
LangChain&Agents.md [4.5 KB]
LangChain.md [3.9 KB]
? ? 2-????????????
? ? fine_tune
LLM_Fine_Tuning.ipynb [204.7 KB]
LLM_Fine_Tuning.md [1.4 KB]
2-???????????????.zip [1.8 MB]
???????????????.md [2.8 KB]
??????.md [5.7 KB]
? ? using_files
? ? zip
movies_analysis_score.xlsx [31.0 KB]
local_rag_demo.ipynb [70.5 KB]
my_movie_analysis_description_with_review.ipynb [2.3 MB]
movies_analysis_description.xlsx [4.9 KB]
atom_nlp_challenge.zip [42.6 KB]
my_movie_analysis_score.ipynb [64.4 KB]
? ? test
testDecisionTree.py [611.0 B]
__init__.py
testClustering.py [290.0 B]
testRandomF.py [636.0 B]
testSVM.py [580.0 B]
testPdd.py [534.0 B]
testKMeans.py [438.0 B]
? ? img
? ? K-means
img_5.png [18.9 KB]
img_4.png [44.3 KB]
img_1.png [14.8 KB]
img.png [20.4 KB]
img_3.png [49.7 KB]
img_2.png [60.2 KB]
? ? RNN
img_3.png [181.1 KB]
img.png [45.5 KB]
img_4.png [19.1 KB]
img_2.png [27.7 KB]
img_1.png [127.1 KB]
? ? LangChain
langchain_stack.png [819.9 KB]
img.png [86.1 KB]
? ? transformer
? ? write
img_1.png [135.8 KB]
img.png [134.6 KB]
img_10.png [11.6 KB]
img_6.png [51.5 KB]
img_7.png [60.6 KB]
img_12.png [131.9 KB]
img_11.png [281.0 KB]
img_2.png [2.4 KB]
img_8.png [77.8 KB]
img_1.png [105.3 KB]
img_5.png [59.0 KB]
d4e71cf9dbc29549dc93408bc7a4fcf.png [39.8 KB]
img_4.png [48.0 KB]
img_3.png [48.7 KB]
img_9.png [34.4 KB]
img.png [50.6 KB]
? ? llms
img.png [5.3 KB]
? ? lora
img.png [291.2 KB]
img_6.png [38.3 KB]
img_1.png [22.5 KB]
img_2.png [226.4 KB]
img_8.png [396.0 KB]
img_3.png [29.0 KB]
img_5.png [35.7 KB]
img_9.png [225.5 KB]
img_7.png [48.4 KB]
img_4.png [16.0 KB]
? ? PyTorch2
? ? linear
img_1.png [32.5 KB]
img.png [33.1 KB]
img_2.png [56.2 KB]
? ? concepts
img.png [406.8 KB]
img_1.png [16.1 KB]
img_2.png [41.7 KB]
img_3.png [30.7 KB]
? ? CNN
img.png [288.3 KB]
img_2.png [95.5 KB]
img_8.png [84.0 KB]
img_9.png [53.3 KB]
img_3.png [117.2 KB]
img_6.png [110.8 KB]
img_7.png [103.0 KB]
img_1.png [98.9 KB]
img_5.png [141.2 KB]
img_4.png [195.8 KB]
? ? PyTorch
img_8.png [27.3 KB]
img_10.png [126.9 KB]
img_3.png [205.7 KB]
img_9.png [143.8 KB]
img_7.png [214.8 KB]
convdemo.gif [475.8 KB]
img_15.png [38.0 KB]
img_5.png [96.9 KB]
img_14.png [32.2 KB]
img_6.png [122.6 KB]
img_13.png [97.0 KB]
img_2.png [34.3 KB]
img.png [49.4 KB]
img_1.png [32.0 KB]
img_12.png [53.8 KB]
img_4.png [168.8 KB]
img_11.png [54.8 KB]
? ? Mamba
img_1.png [198.6 KB]
img.png [33.9 KB]
? ? paper
attention_is_all_you_need.pdf [2.1 MB]
? ? util
structure.py [258.0 B]
remove_comments.py [1.2 KB]
__init__.py
using_files????.zip [1.8 MB]
? ? pytorch
? ? 4-tokenizer
__init__.py
? ? 1-linear_regression
data.csv [3.7 KB]
__init__.py [58.0 B]
gd.py [2.3 KB]
? ? data
? ? books
sales_textbook.txt [449.5 KB]
hongLouMeng.txt [2.5 MB]
whereIsMyWay.txt [3.8 MB]
? ? 3-pipeline
__init__.py
? ? 6-text_cls
__init__.py
data.txt [37.9 KB]
readme.md [1.8 KB]
? ? 5-cnn
test_cnn02.py [3.4 KB]
__init__.py
test_cnn01.py [1.7 KB]
? ? transformer
? ? model
.keep
inference.py [887.0 B]
utils.py [5.8 KB]
model.py [9.5 KB]
readme.md [591.0 B]
config.py [1.7 KB]
__init__.py
? ? test
__init__.py
test_install.py [493.0 B]
test_model.py [1.2 KB]
? ? 2-mnist
__init__.py
pytorch???.zip [1.8 MB]
Pytorch&DeepSpeed.md [1.7 KB]
readme.md [2.5 KB]
__init__.py
? ? 5-????????
5-???????????.png [493.5 KB]
Prompt-Tuning???????.md
Prefix-Tuning ???????.md
Lora ???????.md
fine-tune????????.md [4.7 KB]
README.md
PEFT ???????.md
LoRA..ETC.md [6.1 KB]
P-Tuning ???????.md
? ? thoughts_on_llm
thoughts_on_llm???.zip [1.8 MB]
What-should-we-do-in-AI-age.md [750.0 B]
? ? 3-interview_qa
3-interview_qa????.zip [1.8 MB]
pdd.md [14.0 KB]
saikai.md [375.0 B]
atom.md [2.5 KB]
txyz.md [610.0 B]
relx.md [302.0 B]
torch.md [571.0 B]
ucloud.md [5.0 KB]
ant.md [646.0 B]
liantong.md [2.8 KB]
? ? 1-???????????
1-??????????????.zip [1.8 MB]
????.????_??.md [7.2 KB]
Pytorch????????.md [17.5 KB]
paddle&tensorflow.md [2.8 KB]
GPT&Bert.md [3.0 KB]
?????????.md [3.9 KB]
Milvus.md [1.3 KB]
Mamba.md [449.0 B]
RNN????????????.md [2.8 KB]
CNN?????????????.md [14.1 KB]
PyTorch??0???????Transformer.md [2.1 KB]
PyTorch????????.md [6.6 KB]
?????????????.md [5.5 KB]
Yolo?????????.md [717.0 B]
Transformer????.md [10.3 KB]
? ? 4-????????
README.md
Accelerate-??????.md
Distributed-DataParallel???????????????????.md
DataParallel????????.md
???????????????.md
2.???????????????(????)FAQ_Of_LLM_Interview-main???.zip [1.8 MB]
???????????.md [6.8 KB]
README.md [3.2 KB]
.gitignore [3.0 KB]
requirements.txt [4.9 KB]
LICENSE [1.0 KB]??????
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