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tjruwase
reviewed
Jun 30, 2026
tjruwase
reviewed
Jun 30, 2026
tjruwase
reviewed
Jun 30, 2026
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Hi @tjruwase I have changed according to your first and second comments. For the third comment, I left an explaination. Thanks! |
Entry point, configs, data, and tests for on-policy distillation using DeepSpeed's hybrid engine rollout and vLLM backend. Signed-off-by: Guokai Ma <guokai.ma@intel.com> Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…m_dtype to engine_dtype Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…DeepSpeed - Delete vLLM configs, scripts (opsd_vllm_disjoint.json, smoke_vllm.json, train_opsd_vllm.sh) - Add trainer.py, config.py, losses.py, utils.py (moved from DeepSpeed) - Add benchmarks/ (5 hybrid engine benchmarks moved from DeepSpeed) - Update main.py imports (trainer, config now local) - Update test imports (losses, utils now local) - Rewrite README (remove all vLLM sections) Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…ants from JSON - Subclass DeepSpeed's RolloutConfig to add temperature/top_p/etc - Remove weight_sync_interval from JSON configs (vLLM remnant) Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…per fix - Remove 14B/multi-GPU benchmarks (bench_14b_rollout, bench_autotp_gc, bench_hybrid_tp, bench_hybrid_tp_opt) - Fix bench_decode_1p1r: wrap model for HybridEngineRollout - Add --graph-capture CLI flag Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…nfigs temperature=0 causes logits/0 = inf → NaN loss. The correct default for knowledge distillation is temperature=1.0 (standard softmax). Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
tjruwase
approved these changes
Jul 12, 2026
PKUWZP
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Jul 12, 2026
PKUWZP
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Overall this PR looks good. My only suggestion is that we remove all "Microsoft Corporation Copyright" from all files in this PR. After that we should be able to merge it.
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… at TP=1 / under ZeRO-3 Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…xample Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…es review) Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…loading, else stage 0 Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…lease Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…fig knob Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
…plicitly Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
Signed-off-by: Guokai Ma <guokai.ma@gmail.com>
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Now deepspeed is always used for teacher no matter offload is true or not. And all Microsoft file head had been fixed. I plan to enable tensor parallel in a sperate PR, which is useful in OPSD. This add some complexity so better put in a seperate PR. |
PKUWZP
approved these changes
Jul 14, 2026
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This PR moved example code from @PKUWZP 's OPSD PR in DeepSpeed (deepspeedai/DeepSpeed#8027).
Note the basic OPSD infrastructures (OPSD trainer, rollout engines) are still in the original PR and need to be merged seperately. This PR will work when the original PR merged.