bs8-moe8-dflare-20260715-iter10001: block-8 MoE-8 DFlare iter_10001 (accept_len 4.59)
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README.md
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# dspark-glm52-bs8-moe8-dflare-20260715
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**Mid-training SFT checkpoint** (step
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for **GLM-5.2** speculative decoding, optimized for code / coding-chat traffic.
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## Architecture
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## Eval (caveat first)
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`official_accept_len` **4.
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The trend set **overlaps the training view** (no holdout exists in the immutable view) and is a
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teacher-forced trend metric — it is NOT a serving acceptance measurement. Curve so far:
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3.34 (step 50) → 4.05 (1250) → 4.25 (2900) → 4.33 (3700) → 4.39 (5250)
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Keep/kill decisions belong to the sglang serving bench.
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## Provenance
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- Checkpoint: `glm52-dspark-moe8-draft-opd/sft/checkpoints/
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converted via `TorchSpec/tools/convert_to_hf.py` (native sglang keys, bf16,
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embed_tokens injected from the NVFP4 target).
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- Pipeline identity `7b901cf00f421aff…`, draft config
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`dspark_draft_config_glm_p7_bs8_moe8_plf.json` (d10b170ef lineage).
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- Tokenizer: use GLM-5.2's (not bundled).
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Later checkpoints of this run will supersede this snapshot;
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# dspark-glm52-bs8-moe8-dflare-20260715
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**Mid-training SFT checkpoint** (step 10001 / 20730, epoch 3 of 6) of the DSpark draft model
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for **GLM-5.2** speculative decoding, optimized for code / coding-chat traffic.
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## Architecture
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## Eval (caveat first)
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`official_accept_len` **4.59 of 8** at the step-10000 eval on the fixed 96-row trend set.
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The trend set **overlaps the training view** (no holdout exists in the immutable view) and is a
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teacher-forced trend metric — it is NOT a serving acceptance measurement. Curve so far:
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3.34 (step 50) → 4.05 (1250) → 4.25 (2900) → 4.33 (3700) → 4.39 (5250) → 4.49 (7500) →
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4.59 (10000), still climbing log-linearly. Training attention backend switched to
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FlashAttention-4 at ~step 3800 (training-side change only; weight semantics unchanged).
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Keep/kill decisions belong to the sglang serving bench.
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## Provenance
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- Checkpoint: `glm52-dspark-moe8-draft-opd/sft/checkpoints/iter_0010001` (FSDP full-state),
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converted via `TorchSpec/tools/convert_to_hf.py` (native sglang keys, bf16,
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embed_tokens injected from the NVFP4 target).
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- Pipeline identity `7b901cf00f421aff…`, draft config
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`dspark_draft_config_glm_p7_bs8_moe8_plf.json` (d10b170ef lineage).
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- Tokenizer: use GLM-5.2's (not bundled).
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Later checkpoints of this run will supersede this snapshot; earlier snapshots (iter_0003701,
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iter_0005251) remain in the repo's commit history. SFT is followed by a verifier-replay
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Draft-OPD stage (8 epochs).
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model.safetensors
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