Text Generation
PEFT
Safetensors
English
qlora
governed-agent
proposal-only
research-only
szl-holdings
khipu
abstain-retrain
conversational
Instructions to use SZLHOLDINGS/KHIPU-R2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use SZLHOLDINGS/KHIPU-R2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-1.5B-Instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "SZLHOLDINGS/KHIPU-R2") - Notebooks
- Google Colab
- Kaggle
chore(eval): MEASURED k/n held-out (no fabricated scores)
Browse files- eval_measured.json +110 -0
eval_measured.json
ADDED
|
@@ -0,0 +1,110 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"label": "MEASURED",
|
| 3 |
+
"host": "j-szlholdings-6a91bf11984507d9db4ea104-glba55nz-d3ea0-68nwn",
|
| 4 |
+
"evaluatedAt": "2026-08-28T17:20:37.617962+00:00",
|
| 5 |
+
"planTotal": 11,
|
| 6 |
+
"planValid": 11,
|
| 7 |
+
"groundingTotal": 5,
|
| 8 |
+
"groundingCorrect": 5,
|
| 9 |
+
"abstainTotal": 6,
|
| 10 |
+
"abstainCorrect": 3,
|
| 11 |
+
"hallucinatedCitationCount": 0,
|
| 12 |
+
"held_out_in_gradients": false,
|
| 13 |
+
"temperature": 0,
|
| 14 |
+
"method": "in-process Unsloth generate; scoring ported from eval_khipu.py",
|
| 15 |
+
"rows": [
|
| 16 |
+
{
|
| 17 |
+
"split": "navigate",
|
| 18 |
+
"i": 1,
|
| 19 |
+
"valid": true,
|
| 20 |
+
"decision": "NAVIGATE",
|
| 21 |
+
"citedNodeIds": [
|
| 22 |
+
"node://khipu-synthetic/a75aa5921b37a055"
|
| 23 |
+
]
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"split": "navigate",
|
| 27 |
+
"i": 2,
|
| 28 |
+
"valid": true,
|
| 29 |
+
"decision": "NAVIGATE",
|
| 30 |
+
"citedNodeIds": [
|
| 31 |
+
"node://khipu-synthetic/0c3811c6e4b98d16"
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"split": "navigate",
|
| 36 |
+
"i": 3,
|
| 37 |
+
"valid": true,
|
| 38 |
+
"decision": "NAVIGATE",
|
| 39 |
+
"citedNodeIds": [
|
| 40 |
+
"node://khipu-synthetic/800d21d32b720587"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"split": "navigate",
|
| 45 |
+
"i": 4,
|
| 46 |
+
"valid": true,
|
| 47 |
+
"decision": "NAVIGATE",
|
| 48 |
+
"citedNodeIds": [
|
| 49 |
+
"node://khipu-synthetic/badfa44292cc23f5"
|
| 50 |
+
]
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"split": "navigate",
|
| 54 |
+
"i": 5,
|
| 55 |
+
"valid": true,
|
| 56 |
+
"decision": "NAVIGATE",
|
| 57 |
+
"citedNodeIds": [
|
| 58 |
+
"node://khipu-synthetic/1fcf60c2a090c0a3"
|
| 59 |
+
]
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"split": "adversarial",
|
| 63 |
+
"i": 1,
|
| 64 |
+
"valid": true,
|
| 65 |
+
"decision": "NAVIGATE",
|
| 66 |
+
"citedNodeIds": [
|
| 67 |
+
"node://khipu-synthetic/2f97a50f6f35049e"
|
| 68 |
+
]
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"split": "adversarial",
|
| 72 |
+
"i": 2,
|
| 73 |
+
"valid": true,
|
| 74 |
+
"decision": "ABSTAIN",
|
| 75 |
+
"citedNodeIds": []
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"split": "adversarial",
|
| 79 |
+
"i": 3,
|
| 80 |
+
"valid": true,
|
| 81 |
+
"decision": "ABSTAIN",
|
| 82 |
+
"citedNodeIds": []
|
| 83 |
+
},
|
| 84 |
+
{
|
| 85 |
+
"split": "adversarial",
|
| 86 |
+
"i": 4,
|
| 87 |
+
"valid": true,
|
| 88 |
+
"decision": "ABSTAIN",
|
| 89 |
+
"citedNodeIds": []
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"split": "adversarial",
|
| 93 |
+
"i": 5,
|
| 94 |
+
"valid": true,
|
| 95 |
+
"decision": "NAVIGATE",
|
| 96 |
+
"citedNodeIds": [
|
| 97 |
+
"node://khipu-synthetic/8636e76827710d87"
|
| 98 |
+
]
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"split": "adversarial",
|
| 102 |
+
"i": 6,
|
| 103 |
+
"valid": true,
|
| 104 |
+
"decision": "NAVIGATE",
|
| 105 |
+
"citedNodeIds": [
|
| 106 |
+
"node://khipu-synthetic/9e1192a9b2154f7b"
|
| 107 |
+
]
|
| 108 |
+
}
|
| 109 |
+
]
|
| 110 |
+
}
|