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大模型LLM算法实习生 - 推理模型 (Jul - Dec 2025)

AMD

On-site ๐Ÿข 17 April
Data Science & AI/ML
Beijing, China 🇨🇳

WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences โ€“ the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the worldโ€™s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_ ๏ผˆๅฆ‚ๅทฒๅœจBOSS็›ด่˜ๆŠ•้€’๏ผŒ่ฏทๅ‹ฟๅœจๆญค้‡ๅคๆŠ•้€’๏ผ‰ An exciting internship opportunity to make an immediate contribution to AMD's next generation of technology innovations awaits you! We have a multifaceted, high-energy work environment filled with a diverse group of employees, and we provide outstanding opportunities for developing your career. During your internship, our programs provide the opportunity to collaborate with AMD leaders, receive one-on-one mentorship, attend amazing networking events, and much more. Being part of AMD means receiving hands-on experience that will give you a competitive edge. Together We Advance your career! JOB DETAILS: Location: Beijing/remote Onsite/Hybrid: at least 3 days/week Duration: Jul - Dec 2025 WHAT YOU WILL BE DOING: 1. ไผ˜ๅŒ– RL ็ฎ—ๆณ•ๅ’Œๆ•ฐๆฎ๏ผŒๆๅ‡ๅคงๆจกๅž‹ reasoning ๆ€ง่ƒฝ 2. ๆๅ‡ reasoning model ๆŽจ็†้€Ÿๅบฆ 3. ่ทŸ่ธชๆœ€ๆ–ฐ็š„็ ”็ฉถ่ฟ›ๅฑ•ๅ’ŒๆŠ€ๆœฏ่ถ‹ๅŠฟ๏ผŒๆๅ‡บๆ”น่ฟ›ๅ’Œๅˆ›ๆ–ฐ็š„ๆƒณๆณ•๏ผŒๆŽจๅŠจๅ›ข้˜Ÿ็š„ๆŠ€ๆœฏๅ‘ๅฑ• WHO WE ARE LOOKING FOR: 1. ๆทฑๅ…ฅ็†่งฃๅคงๆจกๅž‹็ฎ—ๆณ•ๅŽŸ็†๏ผŒ็†Ÿๆ‚‰ๆจกๅž‹็ป“ๆž„๏ผŒๅŒ…ๆ‹ฌๅธธ่ง็š„ GPT ็ณปๅˆ—ใ€llama ็ณปๅˆ—ใ€deepseek ็ณปๅˆ—็ญ‰ๆจกๅž‹ 2. ็†Ÿๆ‚‰ DPO, GRPO ็ญ‰ไธปๆต RL ๆ–นๆณ•๏ผŒ็†Ÿๆ‚‰ Deepseek-R1๏ผŒopen-R1 ็ญ‰่ฎญ็ปƒๆต็จ‹ 3. ็†Ÿๆ‚‰่‡ณๅฐ‘ไธ€็ง LLM ไธปๆตๆŽจ็†ๅผ•ๆ“Ž๏ผŒๅฆ‚ vllmใ€ sglang ็ญ‰๏ผŒ็†Ÿๆ‚‰ Flash Attentionใ€ Speculative Decoding ็ญ‰ๅŠ ้€Ÿๆ–นๆณ• 4. ็†Ÿๆ‚‰่‡ณๅฐ‘ไธ€็ง LLM ไธปๆต่ฎญ็ปƒๆก†ๆžถ๏ผŒๅฆ‚ TRL, Megatron; ็†Ÿ็ปƒๆŽŒๆก python ๅ’Œ pytorch 5. ๅœจ้กถ็บงLLMไผš่ฎฎๆˆ–ๆœŸๅˆŠไธŠๅ‘่กจ่ฟ‡่ฎบๆ–‡๏ผŒๆˆ–ๅ‚ๅŠ ่ฟ‡ๅ›ฝ้™…็ซž่ต›ๅนถๅ–ๅพ—ไผ˜ๅผ‚ๆˆ็ปฉ่€…ไผ˜ๅ…ˆ 6. ๆœ‰ SFT ๅ’Œ RL ่ฎญ็ปƒ็ป้ชŒ๏ผŒๆœ‰ๅˆ†ๅธƒๅผ่ฎญ็ปƒ็ป้ชŒ่€…ไผ˜ๅ…ˆ #LI-EJ1 #LI-HYBRID Benefits offered are described: AMD benefits at a glance. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicantsโ€™ needs under the respective laws throughout all stages of the recruitment and selection process.

Qualifications

Benefits offered are described: AMD benefits at a glance. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicantsโ€™ needs under the respective laws throughout all stages of the recruitment and selection process.

Responsibilities

๏ผˆๅฆ‚ๅทฒๅœจBOSS็›ด่˜ๆŠ•้€’๏ผŒ่ฏทๅ‹ฟๅœจๆญค้‡ๅคๆŠ•้€’๏ผ‰ An exciting internship opportunity to make an immediate contribution to AMD's next generation of technology innovations awaits you! We have a multifaceted, high-energy work environment filled with a diverse group of employees, and we provide outstanding opportunities for developing your career. During your internship, our programs provide the opportunity to collaborate with AMD leaders, receive one-on-one mentorship, attend amazing networking events, and much more. Being part of AMD means receiving hands-on experience that will give you a competitive edge. Together We Advance your career! JOB DETAILS: Location: Beijing/remote Onsite/Hybrid: at least 3 days/week Duration: Jul - Dec 2025 WHAT YOU WILL BE DOING: 1. ไผ˜ๅŒ– RL ็ฎ—ๆณ•ๅ’Œๆ•ฐๆฎ๏ผŒๆๅ‡ๅคงๆจกๅž‹ reasoning ๆ€ง่ƒฝ 2. ๆๅ‡ reasoning model ๆŽจ็†้€Ÿๅบฆ 3. ่ทŸ่ธชๆœ€ๆ–ฐ็š„็ ”็ฉถ่ฟ›ๅฑ•ๅ’ŒๆŠ€ๆœฏ่ถ‹ๅŠฟ๏ผŒๆๅ‡บๆ”น่ฟ›ๅ’Œๅˆ›ๆ–ฐ็š„ๆƒณๆณ•๏ผŒๆŽจๅŠจๅ›ข้˜Ÿ็š„ๆŠ€ๆœฏๅ‘ๅฑ• WHO WE ARE LOOKING FOR: 1. ๆทฑๅ…ฅ็†่งฃๅคงๆจกๅž‹็ฎ—ๆณ•ๅŽŸ็†๏ผŒ็†Ÿๆ‚‰ๆจกๅž‹็ป“ๆž„๏ผŒๅŒ…ๆ‹ฌๅธธ่ง็š„ GPT ็ณปๅˆ—ใ€llama ็ณปๅˆ—ใ€deepseek ็ณปๅˆ—็ญ‰ๆจกๅž‹ 2. ็†Ÿๆ‚‰ DPO, GRPO ็ญ‰ไธปๆต RL ๆ–นๆณ•๏ผŒ็†Ÿๆ‚‰ Deepseek-R1๏ผŒopen-R1 ็ญ‰่ฎญ็ปƒๆต็จ‹ 3. ็†Ÿๆ‚‰่‡ณๅฐ‘ไธ€็ง LLM ไธปๆตๆŽจ็†ๅผ•ๆ“Ž๏ผŒๅฆ‚ vllmใ€ sglang ็ญ‰๏ผŒ็†Ÿๆ‚‰ Flash Attentionใ€ Speculative Decoding ็ญ‰ๅŠ ้€Ÿๆ–นๆณ• 4. ็†Ÿๆ‚‰่‡ณๅฐ‘ไธ€็ง LLM ไธปๆต่ฎญ็ปƒๆก†ๆžถ๏ผŒๅฆ‚ TRL, Megatron; ็†Ÿ็ปƒๆŽŒๆก python ๅ’Œ pytorch 5. ๅœจ้กถ็บงLLMไผš่ฎฎๆˆ–ๆœŸๅˆŠไธŠๅ‘่กจ่ฟ‡่ฎบๆ–‡๏ผŒๆˆ–ๅ‚ๅŠ ่ฟ‡ๅ›ฝ้™…็ซž่ต›ๅนถๅ–ๅพ—ไผ˜ๅผ‚ๆˆ็ปฉ่€…ไผ˜ๅ…ˆ 6. ๆœ‰ SFT ๅ’Œ RL ่ฎญ็ปƒ็ป้ชŒ๏ผŒๆœ‰ๅˆ†ๅธƒๅผ่ฎญ็ปƒ็ป้ชŒ่€…ไผ˜ๅ…ˆ #LI-EJ1 #LI-HYBRID
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