# Commit History ### [Revert model card to previous layout](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/c50d5d4407f70e43208dee836c66bb8a05c1be91) c50d5d4 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 3 days ago ### [Add SWE-bench quant and reasoning metrics](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/c920ea497b468e9fb3b7e1e52931a7f31ad925bf) c920ea4 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 3 days ago ### [Add BF16 MTP head evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/532b5f80c7b536ab2d4392323f50ca9be4b6cd59) 532b5f8 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add BF16 MTP head evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/43f3da94718a0a64c224ea4ca216c857f2188b33) 43f3da9 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add BF16 MTP head evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/cb077ab3edc9aebb68d9e0e1259522a6d7922673) cb077ab verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add BF16 MTP head evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/eb2b87c279d3178c2d3218e25e8ccbce9a36c2fa) eb2b87c verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add BF16 MTP head evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/80a362839bf1c0623f94e27bc36abe682a28f23d) 80a3628 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add BF16 MTP head artifact](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/a2089682feb51bf8494300270a617a37142c14a6) a208968 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add long-context TTFT chart + data (512-32768 tok, 3 quants); pin llama.cpp commit 050ee92](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/c05836c227fc1dfb1ff83b708403b5aa275be93c) c05836c verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Remove 7 experimental MTP-draft GGUFs (Max-lean trim; keep 7 primary quants + integrated graft)](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/fe906bf576d460531882ae314f7052fe8cba0f96) fe906bf verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Lean serving card: drop SFT/audit/probe/agentic docs, data, patches, non-serving scripts/configs; add throughput/TTFT/MTP charts; clarify top-1 vs KLD](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/acd398fb25d87fcbd2f1564967a0936b5b50405b) acd398f verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [MTP KLD eval: graft next-token fidelity (-48.7% vs IQ4\_XS), sequence-level behavior, draft-head distill provenance, fidelity charts, confirmed RTX PRO 6000 hardware](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/78567f61d3d4e2d833c7c8809d4cf91f69fb98a8) 78567f6 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish MTP KLD verifier metadata](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/ef4c235cd040541e3e022d8a6f91d479f01c4718) ef4c235 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add dedicated MTP KLD and sequence evaluation (part 2)](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/a4d6b92013a83298fbf8b63ba2f2454b625538bc) a4d6b92 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add dedicated MTP KLD and sequence evaluation](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/4a33943dac045c9f6a38c7260de35e05d5121ef1) 4a33943 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh verifier after Pi-agent quant evidence upload](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/9b37a84fd81272aa5e88130fc35d63c5ef49093f) 9b37a84 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add Pi-agent quant Flappy Bird test evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/237999a8031ae127659e1c8a60747940460e6959) 237999a verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish post-report release verification](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/7aa6077b190be9634bdee37f232875e9b7ca4f11) 7aa6077 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Update quant and MTP release report](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/9b58621256c4154c1ab133c32579df39629cf369) 9b58621 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish 48-check release verification report](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/5e5edd1f851ad73f02ec63a094c2277d252387af) 5e5edd1 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Harden release-reference verification coverage](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/1815de43c17296bf6da91d5b14536f3990312b42) 1815de4 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Reject raw verifier SHAs in human docs](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/207fb4e366658933c95da61c0db706b993af869d) 207fb4e verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Avoid hardcoded verifier commit IDs in docs](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/cca462dcd742c1c4aed674e26559f8abd34838c1) cca462d verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Verify CPU suite report warning accounting](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/7e63da332673f4f740481a08bb89ae65e8f90936) 7e63da3 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Expose report warnings in CPU validation suite](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/ab0ccf507c76707d2c1a15b8784b7056807c4168) ab0ccf5 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh goal audit verifier evidence](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/5b7f73daece5c4acf1600181e57a05684041e9f2) 5b7f73d verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add goal completion audit gate](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/fce1d2b96815ed0744ae98b9a4c36fb477984faf) fce1d2b verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Harden release reference validator clone mode](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/f12cb6a171deed8463fe3b8d5e0ef7c3c4ef9aaa) f12cb6a verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish 41-check verifier and reference gate reports](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/dc9373e09ce075b5c032944c2573d7fabab3224a) dc9373e verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add release reference consistency gate](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/f2e175456014a21cfb7e966b8b4ba46a3fd8c521) f2e1754 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh current verifier references and project audit](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/b088a3de46d9ec2a9a97bec03476f4ed2278449f) b088a3d verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish 39-check HF release verifier report](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/9bab0972fb2b3a18f4a55a5f95cc85a0beacc263) 9bab097 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish CPU validation suite gate and idle SFT state](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/1c807e91876e3147dcfe72db8a3daf5bfa2f3083) 1c807e9 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish idle-state validation readback](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/b587b10b78cd1832263d47f1c45bc611fd50ab34) b587b10 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add idle-state validation guard](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/c829ba65122283578a2eae81672505605a9dd1ae) c829ba6 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish project requirement audit readback](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/e2fb7a99fc1761d9ee82adfc2fdad0d39a083b3d) e2fb7a9 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add project requirement validation gate](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/115f96b55026c1b7bea7043729192d40f3f04db8) 115f96b verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Publish MTP validation report and release audit refresh](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/ec3f9110ac49008dc0cda935a2054f0bf30b41ad) ec3f911 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add structured MTP profile catalog and validation gates](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/8de3e65642e0eaa861dcdab357cf5521a4f9a346) 8de3e65 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add machine-readable quant artifact catalog](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/12149798b0c4b50835e5873fc11704271f371471) 1214979 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add machine-readable serving profile catalog](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/7c01a4f95acae519ff5f6ab87dcf64bcdd77e288) 7c01a4f verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh readiness verifier reports](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/16abb00acc4a1c89dbc5c357252fe677205931cd) 16abb00 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add reusable release readiness gate](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/7dcf02d87d07e4b173d7b375e9fc747605d80652) 7dcf02d verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add reusable behavior regression matrix harness](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/933f1cf5c3bf04d97f259e172fd4c4dda87ff086) 933f1cf verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh project status audit and release verification docs](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/d9eab98abedbceaefa27205ab826de64d3127095) d9eab98 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Refresh HF release verification readback](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/04a18958f05ac002c2ff846d7b5ced6361f9af30) 04a1895 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add reusable HF release verification artifacts](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/d1de198ef32cf39bec2814ea9e22e73323335a52) d1de198 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add model card metadata](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/e381b4638e21771aff5e97249bce49d0d4b4a9a7) e381b46 verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add report-only SFT resume preflight guard](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/3a73c1dce2eff403d760bcbb61f17159b94fa18d) 3a73c1d verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago ### [Add stronger SFT code-only repair blend plan](https://huggingface.co/LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1/commit/29d22cf2432371d0ff2bb731cb197344062ecb6b) 29d22cf verified ![](https://huggingface.co/avatars/c21bc71296e7ad0b395ff24774be379f.svg)[LordNeel](https://huggingface.co/LordNeel) commited on 6 days ago StripeM-Inner