Text Generation
PEFT
Safetensors
English
kaiju-coder-7
lora
coding
local-ai
business
opencode
conversational
Instructions to use RMDWLLC/kaiju-coder-7-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use RMDWLLC/kaiju-coder-7-adapter with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/workspace/kaiju-coder/models/Qwen3.6-27B") model = PeftModel.from_pretrained(base_model, "RMDWLLC/kaiju-coder-7-adapter") - Notebooks
- Google Colab
- Kaggle
Upload Kaiju Coder 7 adapter release package
Browse files- FINAL_RELEASE_REPORT.md +27 -9
- GOAL_COMPLETION_AUDIT.md +5 -3
- scripts/make_hf_release_public.sh +101 -0
FINAL_RELEASE_REPORT.md
CHANGED
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@@ -1,6 +1,6 @@
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# Kaiju Coder 7 Final Release Report
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-
Generated: `2026-06-03T20:
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Product name: `Kaiju Coder 7`
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Public model id: `kaiju-coder-7`
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@@ -10,12 +10,14 @@ Current `origin/main`: `3d57eae92ad523519473f0ff3eca6661a9736de3`
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## Current Verdict
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Kaiju Coder 7 is a
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-
commercial launch yet. The local model path, OpenCode profile, harnessed
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business-owner evals,
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-
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-
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-
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## Runtime
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@@ -41,6 +43,19 @@ stability and speed.
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| Hugging Face staging integrity | `ready=True pass=6 fail=0 manual=0 rc=0` |
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| Paid API launch readiness | `ready=False pass=17 fail=3 manual=7 rc=1` |
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## Hugging Face Release Blockers
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| 45 |
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| 46 |
| Status | Check | Detail |
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@@ -79,6 +94,7 @@ stability and speed.
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| 79 |
| Public testing quickstart | `release/PUBLIC_TESTING_QUICKSTART.md` |
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| 80 |
| Serving benchmarks | `release/SERVING_BENCHMARKS.md` |
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| 81 |
| Hugging Face release draft | `release/HUGGINGFACE_RELEASE_DRAFT.md` |
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|
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| 82 |
| Hugging Face release bundle | `release/bundles/LATEST.md` |
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| 83 |
| Hugging Face bundle integrity checker | `scripts/check_hf_release_bundle_integrity.py` |
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| 84 |
| Hugging Face permission evidence template | `release/hf-release-permission-evidence.example.json` |
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@@ -112,9 +128,9 @@ python3 scripts/check_hf_release_bundle_integrity.py
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python3 scripts/check_kaiju_goal_completion.py --write
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| 113 |
python3 scripts/refresh_kaiju_release_evidence.py --skip-opencode-smoke
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| 114 |
python3 scripts/collect_hf_release_permission_evidence.py
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| 115 |
-
# After HF repo-create permission is fixed:
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| 116 |
python3 scripts/collect_hf_release_permission_evidence.py --apply --write
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| 117 |
python3 scripts/check_hf_release_permission_evidence.py
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| 118 |
python3 scripts/check_kaiju_public_release_readiness.py --mode hf-release
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| 119 |
python3 scripts/check_kaiju_public_release_readiness.py --mode public
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| 120 |
cp release/cloudflare-bindings.example.json release/cloudflare-bindings.json
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@@ -131,7 +147,7 @@ human release review explicitly approves public paid API launch.
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## Changed Files
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| 133 |
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| 134 |
-
`git status --short` currently reports `
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| 136 |
| State | Path |
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| 137 |
|---|---|
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@@ -181,6 +197,7 @@ human release review explicitly approves public paid API launch.
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| 181 |
| ?? | `release/FINAL_RELEASE_REPORT.md` |
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| ?? | `release/GOAL_COMPLETION_AUDIT.md` |
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| 183 |
| ?? | `release/HF_ADAPTER_MODEL_CARD.md` |
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| 184 |
| ?? | `release/HUGGINGFACE_RELEASE_DRAFT.md` |
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| ?? | `release/HUMAN_RELEASE_REVIEW.md` |
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| ?? | `release/LOCAL_TEST_INSTRUCTIONS.md` |
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@@ -220,6 +237,7 @@ human release review explicitly approves public paid API launch.
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| 220 |
| ?? | `scripts/generate_kaiju_final_report.py` |
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| ?? | `scripts/gojira-b-ssh-lib.sh` |
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| 222 |
| ?? | `scripts/install_kaiju_opencode_profile.py` |
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| 223 |
| ?? | `scripts/opencode-kaiju-no-autocontinue.mjs` |
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| 224 |
| ?? | `scripts/prepare_hf_merged_model_metadata.sh` |
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| ?? | `scripts/prepare_hf_release_staging.sh` |
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# Kaiju Coder 7 Final Release Report
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+
Generated: `2026-06-03T20:30:51Z`
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Product name: `Kaiju Coder 7`
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Public model id: `kaiju-coder-7`
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## Current Verdict
|
| 12 |
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+
Kaiju Coder 7 is a public Hugging Face release candidate, not a fully public
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commercial API launch yet. The local model path, OpenCode profile, harnessed
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+
business-owner evals, staged helper repos, runtime-quantized recipe, and paid
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API scaffold are in place. The adapter, OpenCode helper, runtime helper, and
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| 17 |
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merged 53.8GB model are uploaded under `RMDWLLC` with public visibility. The
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+
paid API has human approval, but operational launch still requires live
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Cloudflare bindings, secrets, Stripe staging evidence, Worker-to-Gojira proof,
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rollback proof, and latency evidence.
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| 21 |
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| 22 |
## Runtime
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| 23 |
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| 43 |
| Hugging Face staging integrity | `ready=True pass=6 fail=0 manual=0 rc=0` |
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| 44 |
| Paid API launch readiness | `ready=False pass=17 fail=3 manual=7 rc=1` |
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## Hugging Face Upload Evidence
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+
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| Field | Value |
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|---|---|
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| Evidence file | `release/HF_UPLOAD_EVIDENCE.md` |
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| Small helper repos uploaded | `True` |
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| Merged model uploaded | `True` |
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| Merged repo | `RMDWLLC/kaiju-coder-7` |
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| Merged repo SHA | `9afd28d8d5372cbc421ea1765bb87318cbb7abc6` |
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| Merged upload size | `39 files / 53.8G / 14 safetensors shards recorded` |
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| Download status | `public downloads verified; no active private-storage blocker recorded` |
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| Visibility decision | `PUBLIC`; `HF_VISIBILITY_DECISION: PUBLIC` recorded in human review |
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## Hugging Face Release Blockers
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| Status | Check | Detail |
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| 94 |
| Public testing quickstart | `release/PUBLIC_TESTING_QUICKSTART.md` |
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| 95 |
| Serving benchmarks | `release/SERVING_BENCHMARKS.md` |
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| 96 |
| Hugging Face release draft | `release/HUGGINGFACE_RELEASE_DRAFT.md` |
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| 97 |
+
| Hugging Face upload evidence | `release/HF_UPLOAD_EVIDENCE.md` |
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| 98 |
| Hugging Face release bundle | `release/bundles/LATEST.md` |
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| 99 |
| Hugging Face bundle integrity checker | `scripts/check_hf_release_bundle_integrity.py` |
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| 100 |
| Hugging Face permission evidence template | `release/hf-release-permission-evidence.example.json` |
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python3 scripts/check_kaiju_goal_completion.py --write
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| 129 |
python3 scripts/refresh_kaiju_release_evidence.py --skip-opencode-smoke
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| 130 |
python3 scripts/collect_hf_release_permission_evidence.py
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| 131 |
python3 scripts/collect_hf_release_permission_evidence.py --apply --write
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| 132 |
python3 scripts/check_hf_release_permission_evidence.py
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+
python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply --require-public
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| 134 |
python3 scripts/check_kaiju_public_release_readiness.py --mode hf-release
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python3 scripts/check_kaiju_public_release_readiness.py --mode public
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cp release/cloudflare-bindings.example.json release/cloudflare-bindings.json
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| 147 |
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| 148 |
## Changed Files
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| 149 |
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| 150 |
+
`git status --short` currently reports `114` changed paths.
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| 151 |
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| 152 |
| State | Path |
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| 153 |
|---|---|
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| 197 |
| ?? | `release/FINAL_RELEASE_REPORT.md` |
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| 198 |
| ?? | `release/GOAL_COMPLETION_AUDIT.md` |
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| 199 |
| ?? | `release/HF_ADAPTER_MODEL_CARD.md` |
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| 200 |
+
| ?? | `release/HF_UPLOAD_EVIDENCE.md` |
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| 201 |
| ?? | `release/HUGGINGFACE_RELEASE_DRAFT.md` |
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| 202 |
| ?? | `release/HUMAN_RELEASE_REVIEW.md` |
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| 203 |
| ?? | `release/LOCAL_TEST_INSTRUCTIONS.md` |
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| 237 |
| ?? | `scripts/generate_kaiju_final_report.py` |
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| 238 |
| ?? | `scripts/gojira-b-ssh-lib.sh` |
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| 239 |
| ?? | `scripts/install_kaiju_opencode_profile.py` |
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| 240 |
+
| ?? | `scripts/make_hf_release_public.sh` |
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| 241 |
| ?? | `scripts/opencode-kaiju-no-autocontinue.mjs` |
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| 242 |
| ?? | `scripts/prepare_hf_merged_model_metadata.sh` |
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| 243 |
| ?? | `scripts/prepare_hf_release_staging.sh` |
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GOAL_COMPLETION_AUDIT.md
CHANGED
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@@ -1,9 +1,9 @@
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# Kaiju Coder 7 Goal Completion Audit
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| 2 |
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| 3 |
-
Generated: `2026-06-03T20:
|
| 4 |
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| 5 |
Overall: `not complete`
|
| 6 |
-
Summary: `
|
| 7 |
|
| 8 |
This audit maps the active Kaiju Coder 7 objective to current evidence. It is stricter than local readiness: local public testing can pass while Hugging Face upload, human review, and paid API launch remain blocked.
|
| 9 |
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@@ -34,7 +34,8 @@ This audit maps the active Kaiju Coder 7 objective to current evidence. It is st
|
|
| 34 |
| Runtime | At least one public-friendly quantized/local candidate is working or clearly documented as blocked with evidence. | `passed` | release/quantized-runtime/README.md documents vLLM bitsandbytes runtime candidate and persisted-weights limitation | |
|
| 35 |
| Hugging Face | Public-friendly HF release structure is staged with adapter, OpenCode helper, runtime-quantized helper, model cards, provenance, evals, and docs. | `passed` | python3 scripts/check_hf_staging_integrity.py --require-checksums | |
|
| 36 |
| Hugging Face | At least one public Hugging Face release path is ready to upload or uploaded. | `passed` | python3 scripts/check_kaiju_public_release_readiness.py --mode hf-release | |
|
| 37 |
-
| Hugging Face | Merged 51GB model repo upload is guarded and ready after human review/namespace permission. | `passed` | scripts/prepare_hf_merged_model_metadata.sh; scripts/upload_hf_merged_model_from_gojira_b.sh
|
|
|
|
| 38 |
| Quality | Customer-style evals cover website, proposal, Stripe/payment, CRM/reporting, CSV/parser, Kiyomi operating pack, and safety/provenance. | `passed` | evals/tasks/opencode-customer-readiness.jsonl; runs/opencode-customer-readiness/20260603T185835Z/summary.md | |
|
| 39 |
| Quality | Model/harness prompts produce file-oriented business-owner artifacts rather than vague advice. | `passed` | kaiju_harness/business_suite.py; release/EVAL_SCOREBOARD.md | |
|
| 40 |
| Provenance | Training/eval provenance is preserved and public docs avoid internal checkpoint naming except license/provenance attribution. | `passed` | release/SOURCE_INVENTORY.md; release/DATA_PROVENANCE_DRAFT.md; release/PUBLIC_TESTING_QUICKSTART.md | |
|
|
@@ -56,5 +57,6 @@ python3 scripts/check_paid_api_readiness.py --mode scaffold
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| 56 |
python3 scripts/check_paid_api_readiness.py --mode launch
|
| 57 |
python3 scripts/check_hf_staging_integrity.py --require-checksums
|
| 58 |
python3 scripts/check_hf_release_permission_evidence.py
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|
|
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| 59 |
python3 scripts/check_human_release_review.py --mode public
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| 60 |
```
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# Kaiju Coder 7 Goal Completion Audit
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| 2 |
|
| 3 |
+
Generated: `2026-06-03T20:30:58Z`
|
| 4 |
|
| 5 |
Overall: `not complete`
|
| 6 |
+
Summary: `17 passed / 1 blocked / 0 manual`
|
| 7 |
|
| 8 |
This audit maps the active Kaiju Coder 7 objective to current evidence. It is stricter than local readiness: local public testing can pass while Hugging Face upload, human review, and paid API launch remain blocked.
|
| 9 |
|
|
|
|
| 34 |
| Runtime | At least one public-friendly quantized/local candidate is working or clearly documented as blocked with evidence. | `passed` | release/quantized-runtime/README.md documents vLLM bitsandbytes runtime candidate and persisted-weights limitation | |
|
| 35 |
| Hugging Face | Public-friendly HF release structure is staged with adapter, OpenCode helper, runtime-quantized helper, model cards, provenance, evals, and docs. | `passed` | python3 scripts/check_hf_staging_integrity.py --require-checksums | |
|
| 36 |
| Hugging Face | At least one public Hugging Face release path is ready to upload or uploaded. | `passed` | python3 scripts/check_kaiju_public_release_readiness.py --mode hf-release | |
|
| 37 |
+
| Hugging Face | Merged 51GB model repo upload is complete or guarded and ready after human review/namespace permission. | `passed` | release/HF_UPLOAD_EVIDENCE.md; scripts/prepare_hf_merged_model_metadata.sh; scripts/upload_hf_merged_model_from_gojira_b.sh | |
|
| 38 |
+
| Hugging Face | Uploaded Hugging Face repos are downloadable by intended users. | `passed` | release/HF_UPLOAD_EVIDENCE.md; python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply | |
|
| 39 |
| Quality | Customer-style evals cover website, proposal, Stripe/payment, CRM/reporting, CSV/parser, Kiyomi operating pack, and safety/provenance. | `passed` | evals/tasks/opencode-customer-readiness.jsonl; runs/opencode-customer-readiness/20260603T185835Z/summary.md | |
|
| 40 |
| Quality | Model/harness prompts produce file-oriented business-owner artifacts rather than vague advice. | `passed` | kaiju_harness/business_suite.py; release/EVAL_SCOREBOARD.md | |
|
| 41 |
| Provenance | Training/eval provenance is preserved and public docs avoid internal checkpoint naming except license/provenance attribution. | `passed` | release/SOURCE_INVENTORY.md; release/DATA_PROVENANCE_DRAFT.md; release/PUBLIC_TESTING_QUICKSTART.md | |
|
|
|
|
| 57 |
python3 scripts/check_paid_api_readiness.py --mode launch
|
| 58 |
python3 scripts/check_hf_staging_integrity.py --require-checksums
|
| 59 |
python3 scripts/check_hf_release_permission_evidence.py
|
| 60 |
+
python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply
|
| 61 |
python3 scripts/check_human_release_review.py --mode public
|
| 62 |
```
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scripts/make_hf_release_public.sh
ADDED
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@@ -0,0 +1,101 @@
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| 1 |
+
#!/usr/bin/env bash
|
| 2 |
+
set -euo pipefail
|
| 3 |
+
|
| 4 |
+
ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
|
| 5 |
+
NAMESPACE="${KAIJU_HF_NAMESPACE:-RMDWLLC}"
|
| 6 |
+
APPLY="${KAIJU_HF_PUBLIC_APPLY:-0}"
|
| 7 |
+
|
| 8 |
+
repos=(
|
| 9 |
+
"kaiju-coder-7-adapter"
|
| 10 |
+
"kaiju-coder-7-opencode"
|
| 11 |
+
"kaiju-coder-7-quantized-runtime"
|
| 12 |
+
"kaiju-coder-7"
|
| 13 |
+
)
|
| 14 |
+
|
| 15 |
+
usage() {
|
| 16 |
+
cat <<'USAGE'
|
| 17 |
+
Make the uploaded Kaiju Coder 7 Hugging Face release repos public.
|
| 18 |
+
|
| 19 |
+
Dry-run by default. Set KAIJU_HF_PUBLIC_APPLY=1 only after Richard approves
|
| 20 |
+
public HF visibility and release/HUMAN_RELEASE_REVIEW.md records:
|
| 21 |
+
|
| 22 |
+
HF_VISIBILITY_DECISION: PUBLIC
|
| 23 |
+
|
| 24 |
+
Environment:
|
| 25 |
+
KAIJU_HF_NAMESPACE Hugging Face namespace, default RMDWLLC
|
| 26 |
+
KAIJU_HF_PUBLIC_APPLY 0 dry-run, 1 execute visibility change
|
| 27 |
+
|
| 28 |
+
This script never reads, accepts, or prints Hugging Face tokens.
|
| 29 |
+
USAGE
|
| 30 |
+
}
|
| 31 |
+
|
| 32 |
+
if [[ "${1:-}" == "--help" || "${1:-}" == "-h" ]]; then
|
| 33 |
+
usage
|
| 34 |
+
exit 0
|
| 35 |
+
fi
|
| 36 |
+
|
| 37 |
+
cd "${ROOT}"
|
| 38 |
+
|
| 39 |
+
cat <<EOF
|
| 40 |
+
Kaiju Coder 7 Hugging Face public visibility switch
|
| 41 |
+
|
| 42 |
+
Namespace: ${NAMESPACE}
|
| 43 |
+
Apply: ${APPLY}
|
| 44 |
+
|
| 45 |
+
Repos:
|
| 46 |
+
EOF
|
| 47 |
+
for repo in "${repos[@]}"; do
|
| 48 |
+
echo "- ${NAMESPACE}/${repo}"
|
| 49 |
+
done
|
| 50 |
+
|
| 51 |
+
cat <<'EOF'
|
| 52 |
+
|
| 53 |
+
Preflight:
|
| 54 |
+
+ python3 scripts/check_human_release_review.py --mode public --require-merged-upload --require-public-visibility
|
| 55 |
+
+ hf auth whoami
|
| 56 |
+
|
| 57 |
+
Visibility commands:
|
| 58 |
+
EOF
|
| 59 |
+
for repo in "${repos[@]}"; do
|
| 60 |
+
echo "+ hf repos settings ${NAMESPACE}/${repo} --repo-type model --public"
|
| 61 |
+
done
|
| 62 |
+
|
| 63 |
+
cat <<'EOF'
|
| 64 |
+
|
| 65 |
+
Verification:
|
| 66 |
+
+ python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply --require-public
|
| 67 |
+
+ hf models info RMDWLLC/kaiju-coder-7 --expand=private,sha,lastModified,siblings
|
| 68 |
+
EOF
|
| 69 |
+
|
| 70 |
+
if [[ "${APPLY}" != "1" ]]; then
|
| 71 |
+
cat <<'EOF'
|
| 72 |
+
|
| 73 |
+
Dry run only. Set KAIJU_HF_PUBLIC_APPLY=1 to execute.
|
| 74 |
+
EOF
|
| 75 |
+
exit 0
|
| 76 |
+
fi
|
| 77 |
+
|
| 78 |
+
python3 scripts/check_human_release_review.py \
|
| 79 |
+
--mode public \
|
| 80 |
+
--require-merged-upload \
|
| 81 |
+
--require-public-visibility
|
| 82 |
+
|
| 83 |
+
hf auth whoami
|
| 84 |
+
|
| 85 |
+
for repo in "${repos[@]}"; do
|
| 86 |
+
echo "+ hf repos settings ${NAMESPACE}/${repo} --repo-type model --public"
|
| 87 |
+
hf repos settings "${NAMESPACE}/${repo}" --repo-type model --public
|
| 88 |
+
done
|
| 89 |
+
|
| 90 |
+
python3 scripts/check_hf_uploaded_release.py \
|
| 91 |
+
--namespace "${NAMESPACE}" \
|
| 92 |
+
--apply \
|
| 93 |
+
--require-public
|
| 94 |
+
|
| 95 |
+
hf models info "${NAMESPACE}/kaiju-coder-7" \
|
| 96 |
+
--expand=private,sha,lastModified,siblings
|
| 97 |
+
|
| 98 |
+
cat <<'EOF'
|
| 99 |
+
|
| 100 |
+
Kaiju Coder 7 Hugging Face public visibility switch finished.
|
| 101 |
+
EOF
|