{ "schema_version": "1.0.0", "protocol_id": "deepseek-v4-long-context-retrieval-v1.1.0", "protocol_sha256": "39c68bfc607157011012dc47d59524dcf3d5d7155071e6862c5038410d642c16", "frozen_on": "2026-08-06", "language": "en", "scope": "Four objectively graded long-context retrieval and synthesis families over deterministic synthetic record corpora.", "models": [ { "id": "deepseek-v4-flash", "label": "DeepSeek V4 Flash" }, { "id": "deepseek-v4-pro", "label": "DeepSeek V4 Pro" } ], "task_families": [ { "id": "single_record", "label": "Exact single-record retrieval", "required_keys": [ "lookup_key", "alpha", "beta", "gamma", "quantity", "checksum" ] }, { "id": "multi_hop_join", "label": "Two-record multi-hop join", "required_keys": [ "source_key", "linked_key", "alpha", "beta", "gamma", "quantity", "checksum" ] }, { "id": "latest_version", "label": "Latest-version conflict resolution", "required_keys": [ "entity_key", "version", "alpha", "beta", "gamma", "quantity", "checksum" ] }, { "id": "event_ordering", "label": "Scattered event ordering", "required_keys": [ "group_key", "ordered_event_codes", "ordered_checksums" ] } ], "context_tiers": [ { "id": "32k", "label": "32K", "target_prompt_tokens": 32000, "record_counts": { "single_record": 1277, "multi_hop_join": 1029, "latest_version": 1139, "event_ordering": 1181 }, "accepted_prompt_tokens_min": 24000, "accepted_prompt_tokens_max": 36000, "max_billable_prompt_tokens": 36000 }, { "id": "128k", "label": "128K", "target_prompt_tokens": 128000, "record_counts": { "single_record": 5117, "multi_hop_join": 4126, "latest_version": 4568, "event_ordering": 4737 }, "accepted_prompt_tokens_min": 110000, "accepted_prompt_tokens_max": 140000, "max_billable_prompt_tokens": 140000 }, { "id": "512k", "label": "512K", "target_prompt_tokens": 512000, "record_counts": { "single_record": 20477, "multi_hop_join": 16513, "latest_version": 18282, "event_ordering": 18959 }, "accepted_prompt_tokens_min": 450000, "accepted_prompt_tokens_max": 550000, "max_billable_prompt_tokens": 550000 }, { "id": "950k", "label": "Approximately 950K", "target_prompt_tokens": 950000, "record_counts": { "single_record": 37997, "multi_hop_join": 30642, "latest_version": 33925, "event_ordering": 35181 }, "accepted_prompt_tokens_min": 850000, "accepted_prompt_tokens_max": 980000, "max_billable_prompt_tokens": 980000 } ], "positions": [ { "id": "beginning", "fraction": 0.1 }, { "id": "middle", "fraction": 0.5 }, { "id": "end", "fraction": 0.9 } ], "repeats": 3, "request": { "api_format": "openai-chat-completions", "stream": true, "temperature": 0, "max_tokens": 256, "response_format": { "type": "json_object" }, "extra_body": { "thinking": { "type": "disabled" } } }, "documented_model_limits_at_protocol_freeze": { "source": "https://api-docs.deepseek.com/quick_start/pricing/", "context_capacity": "1M", "maximum_output": "384K" }, "study_generation_cap": { "max_tokens_per_request": 256, "interpretation": "A study-chosen answer cap for short objective JSON responses; not the model's documented maximum output." }, "grading": { "method": "family_specific_strict_exact_json", "primary_metric": "exact_match_rate", "secondary_metrics": [ "field_accuracy", "valid_json_rate" ] }, "execution": { "attempts_per_case": 1, "automatic_retries": false, "primary_accuracy": { "calls": 288, "region_vantage": "us-east-1" }, "pilot_excluded": { "calls": 20, "region_vantages": { "us-east-1": 10, "ap-south-1": 10 }, "included_in_primary_accuracy": false }, "india_latency_validation": { "calls": 36, "region_vantage": "ap-south-1", "family": "single_record", "tiers": [ "32k", "950k" ], "included_in_primary_accuracy": false }, "published_case_inventory": "release-case-inventory.csv", "published_case_inventory_order": "Lexicographic presentation order only; not the AWS dispatch sequence." }, "operational_preflight_disclosure": { "stage": "S3 result-existence preflight before the paid U.S. pilot", "initial_outcome": "Stopped because the execution role lacked the required bucket-list permission.", "provider_posts_sent": 0, "provider_cost_incurred": false, "remediation": "Added the required least-privilege bucket-list permission.", "retry_execution_label_published": false, "retry_execution_description": "A clearly labeled infrastructure-only retry execution.", "same_frozen_run_id_and_version_reused": true, "paid_pilot_cases_retried": 0, "included_in_model_denominators": false, "public_redactions": "Account identifiers, ARNs, and private storage paths are not published." }, "interpretation_boundaries": [ "Primary accuracy uses exactly 288 us-east-1 primary_accuracy rows.", "The 20 pilot_excluded rows are preserved but excluded from every primary accuracy denominator.", "The 36 ap-south-1 rows are a matched client network-vantage check, not a sample of Indian users or provider hosting.", "Synthetic English records and strict JSON grading do not measure general model quality.", "Latency belongs to this workload and narrow run window; it is not recurring reliability evidence.", "Prices are dated and can change.", "Cost totals with incomplete usage coverage are labeled known-usage partial sums and are never presented as full-run upper bounds.", "Token and cache totals are reported as complete only when every row contains the full usage tuple; otherwise the release exposes known-usage totals with observed and missing row counts." ] }