Datasets:

paulplee
/

ppb-results

- {"run_type": "all", "model": "unsloth/gemma-4-26B-A4B-it-GGUF/gemma-4-26B-A4B-it-UD-IQ4_XS.gguf", "model_base": "gemma-4-26B-A4B-it-UD", "quant": "IQ4_XS", "model_org": "unsloth", "model_repo": "unsloth/gemma-4-26B-A4B-it-GGUF", "runner_type": "qualitative", "llm_engine_name": "llama-cpp-python", "llm_engine_version": null, "gpu_name": "NVIDIA GB10", "gpu_vram_gb": 119.6, "gpu_driver": "580.159.03", "gpu_count": 1, "gpu_names": "NVIDIA GB10", "gpu_total_vram_gb": 119.6, "unified_memory": true, "gpu_compute_capability": "12.1", "gpu_pcie_gen": 1, "gpu_pcie_width": 16, "gpu_power_limit_w": null, "backends": null, "cpu_model": null, "n_ctx": null, "n_batch": null, "split_mode": null, "tensor_split": null, "concurrent_users": null, "llm_flags": null, "llm_flags_label": null, "extra_flags_raw": null, "task_type": "qualitative", "prompt_dataset": null, "num_prompts": null, "n_predict": null, "throughput_tok_s": null, "vram_cliff_tokens": null, "avg_power_w": null, "max_power_w": null, "avg_gpu_temp_c": null, "max_gpu_temp_c": null, "avg_cpu_temp_c": null, "max_cpu_temp_c": null, "avg_fan_speed_rpm": null, "max_fan_speed_rpm": null, "avg_ttft_ms": null, "p50_ttft_ms": null, "p99_ttft_ms": null, "avg_itl_ms": null, "p50_itl_ms": null, "p99_itl_ms": null, "quality_score": null, "context_rot_score": 0.4, "context_rot_accuracy_by_length": "{\"4096\": 0.4, \"8192\": 0.2, \"16384\": 0.0, \"32768\": 0.4, \"65536\": 1.0, \"131072\": null}", "context_rot_accuracy_by_depth": "{\"10\": 0.4, \"30\": 0.2, \"50\": 0.6, \"70\": 0.4, \"90\": 0.4}", "tool_selection_accuracy": 0.32571428571428573, "parameter_accuracy": 0.6, "parameter_hallucination_rate": 0.005714285714285714, "parse_success_rate": 0.6, "overall_tool_accuracy": 0.44207303856780433, "knowledge_accuracy_mean": null, "knowledge_accuracy_std": null, "answer_relevancy_mean": null, "coherence_mean": null, "quality_composite_score": null, "memory_accuracy": null, "mt_bench_score": 7.175, "cases_evaluated": 80, "cases_skipped_context": 0, "qualitative": {"context_rot_score": 0.4, "context_rot_accuracy_by_length": {"4096": 0.4, "8192": 0.2, "16384": 0.0, "32768": 0.4, "65536": 1.0, "131072": null}, "context_rot_accuracy_by_depth": {"10": 0.4, "30": 0.2, "50": 0.6, "70": 0.4, "90": 0.4}, "context_rot_accuracy_by_needle": {"code": 0.6666666666666666, "name": 1.0, "integer": 0.0, "city": 0.3333333333333333, "colour": 0.0, "measurement": 0.0, "species": 0.0, "formula": 0.5, "film": 0.0, "job_title": 1.0, "constellation": 1.0, "phrase": 0.0}, "multi_needle_score": null, "multi_needle_accuracy_by_length": null, "tool_selection_accuracy": 0.32571428571428573, "parameter_accuracy": 0.6, "parameter_hallucination_rate": 0.005714285714285714, "parse_success_rate": 0.6, "no_call_accuracy": 0.52, "overall_tool_accuracy": 0.44207303856780433, "knowledge_accuracy_mean": null, "knowledge_accuracy_std": null, "answer_relevancy_mean": null, "coherence_mean": null, "quality_composite_score": null, "memory_accuracy": null, "mt_bench_score": 7.175, "cases_evaluated": 80, "cases_skipped_context": 0}, "quantitative": null, "meta": null, "os_system": "Linux", "os_release": "6.17.0-1018-nvidia", "os_machine": "aarch64", "os_distro": "Ubuntu", "os_distro_version": "24.04", "cpu_cores": "20", "ram_total_gb": 119.6, "submitter": "Paul Lee", "timestamp": "2026-05-28T16:10:19.419979+00:00", "submitted_at": "2026-05-28T16:10:19.444259+00:00", "schema_version": "0.10.0", "benchmark_version": "0.1.0", "suite_run_id": "3fbb5f4037624aab899f4b3904089e87", "submission_id": "3fbb5f4037624aab899f4b3904089e87", "row_id": "50f60392cac74ae49bee185ec08a5780", "machine_fingerprint": "45bd15b6fc7710689087295e975db7ab49775c3d1e6688222884df41351ab4b3", "run_fingerprint": "acd5f2e02fc541c3a828170d18b8471f600157909df7584f7901a96bcd90b076", "result_fingerprint": "75b3414d5d51bc25df73d90e4e070aa4364bec106de03b8945fda3853a4fa4d1", "source_file_sha256": "67a1e35c717c621ab590b9ef9b3f7233a0ecaed8529a4c86b51ced762dbe15f9", "tags": null}