Full run record (JSON)
{
"id": "20261021T054144_qwen3.5-9b--bartowski--q4_k_m",
"quant_id": "qwen3.5-9b--bartowski--q4_k_m",
"started_at": "2026-10-21T05:41:44Z",
"finished_at": "2026-10-21T05:48:26Z",
"status": "partial",
"machine": {
"name": "Ghost",
"gpu": "NVIDIA GeForce RTX 5070",
"vram_gb": 12,
"ram_gb": 64,
"cpu": "AMD Ryzen 7 5800X",
"os": "Windows 11",
"driver": "616.92",
"cuda": "13.4"
},
"software": {
"llama_cpp_build": "b11770 (39da130fc)",
"lm_eval_version": "0.4.13",
"harness_version": "0.1.1",
"python": "3.12.10"
},
"placement": "full_gpu",
"settings": {
"commands": [
"C:\\quantdiff\\llama.cpp\\bin\\llama-perplexity.exe -m C:\\quantdiff\\hf-cache\\models--bartowski--Qwen_Qwen3.5-9B-GGUF\\snapshots\\182be2fd6c7bc44887d88a91cb03ff009cc9f549\\Qwen_Qwen3.5-9B-Q4_K_M.gguf --kl-divergence-base C:\\quantdiff\\work\\reference\\qwen3.5-9b\\quantdiff-kld-v1.kld --kl-divergence -c 512 -b 512 -ngl 999",
"C:\\quantdiff\\llama.cpp\\bin\\llama-bench.exe -m C:\\quantdiff\\hf-cache\\models--bartowski--Qwen_Qwen3.5-9B-GGUF\\snapshots\\182be2fd6c7bc44887d88a91cb03ff009cc9f549\\Qwen_Qwen3.5-9B-Q4_K_M.gguf -ngl 999 -fa 1 -p 512 -n 128 -r 5 -t 8 -o json",
"C:\\quantdiff\\llama.cpp\\bin\\llama-server.exe -m C:\\quantdiff\\hf-cache\\models--bartowski--Qwen_Qwen3.5-9B-GGUF\\snapshots\\182be2fd6c7bc44887d88a91cb03ff009cc9f549\\Qwen_Qwen3.5-9B-Q4_K_M.gguf --host 127.0.0.1 --port 8089 -c 4096 -np 1 -ngl 999 -fa on --jinja --seed 1234 --no-webui -a quant"
],
"ctx": 4096,
"batch": 512,
"threads": 8,
"flash_attn": true,
"cache_type_k": "f16",
"cache_type_v": "f16",
"seed": 1234,
"temperature": 0.0,
"kld_corpus": "quantdiff-kld-v1",
"kld_corpus_sha256": "ff19568db86d014569a44b6da4c5830fbcd26de59f57c9ece87b45c34d9c5782",
"kld_chunks": 100,
"kld_ctx": 512,
"kld_reference": "Qwen/Qwen3.5-9B -> convert_hf_to_gguf.py --outtype bf16 (cached)",
"kld_ref_ppl": 7.257,
"ngl": 999,
"gpu_info": "NVIDIA GeForce RTX 5070",
"server_ctx": 4096,
"server_ngl": 999,
"toolcall_set": "quantdiff-bfcl-v1",
"toolcall_set_sha256": "4d0e1667163c96a109965c58242673528c62318322450d9b218a730c09965020",
"toolcall_chat_template_kwargs": {
"enable_thinking": false
}
},
"results": {
"kld": {
"mean": 0.021891,
"max": 10.112214,
"p99": 0.232341,
"median": 0.007779,
"same_top_pct": 94.012,
"ppl": 7.368461,
"ppl_ref": 7.22977,
"delta_p_rms": 4.585
},
"speed": {
"pp_tokens": 512,
"tg_tokens": 128,
"pp_tps": 4651.62,
"pp_stddev": 134.82,
"tg_tps": 97.84,
"tg_stddev": 0.22
},
"toolcall": {
"score": 92.0,
"passed": 184,
"total": 200,
"request_errors": 0,
"by_category": {
"simple_python": {
"passed": 59,
"total": 60,
"score": 98.3
},
"multiple": {
"passed": 37,
"total": 40,
"score": 92.5
},
"parallel": {
"passed": 30,
"total": 30,
"score": 100.0
},
"parallel_multiple": {
"passed": 26,
"total": 30,
"score": 86.7
},
"irrelevance": {
"passed": 32,
"total": 40,
"score": 80.0
}
}
}
},
"logs": {
"kld": "kld.log",
"llama_bench": "llama_bench.log",
"llama_server": "llama_server.log",
"toolcall": "toolcall.jsonl"
},
"example": false,
"notes": ""
}