chaiml-ssnew-v5-dpo-lr5_24415

developer_uid: qdv206
submission_id: chaiml-ssnew-v5-dpo-lr5_24415_v5
model_name: chaiml-ssnew-v5-dpo-lr5_24415_v1
model_group: ChaiML/ssnew-v5-dpo-lr5e
status: torndown
timestamp: 2025-11-14T19:41:26+00:00
num_battles: 5665
num_wins: 2877
celo_rating: 1290.65
family_friendly_score: 0.4788
family_friendly_standard_error: 0.007064708911200801
submission_type: basic
model_repo: ChaiML/ssnew-v5-dpo-lr5e6b01-lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46314030537504497, 'latency_mean': 2.159071044921875, 'latency_p50': 2.152809262275696, 'latency_p90': 2.361514854431152}, {'batch_size': 2, 'throughput': 0.6802379365685387, 'latency_mean': 2.933865797519684, 'latency_p50': 2.947249174118042, 'latency_p90': 3.220124673843384}, {'batch_size': 3, 'throughput': 0.8155447919568861, 'latency_mean': 3.6661228668689727, 'latency_p50': 3.682495355606079, 'latency_p90': 3.940809321403503}, {'batch_size': 4, 'throughput': 0.9173843541591653, 'latency_mean': 4.348832666873932, 'latency_p50': 4.33174741268158, 'latency_p90': 5.033760023117066}, {'batch_size': 5, 'throughput': 0.9798785783179705, 'latency_mean': 5.082903026342392, 'latency_p50': 5.04826283454895, 'latency_p90': 5.933810210227966}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ssnew-v5-dpo-lr5_24415_v1
is_internal_developer: False
language_model: ChaiML/ssnew-v5-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-11
win_ratio: 0.5078552515445719
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer
Waiting for job on chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer to finish
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: Downloaded to shared memory in 53.498s
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmbtgi95s, device:0
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: quantized model in 285.503s
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora in 339.001s
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/config.json
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/tokenizer.json
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer completed after 401.25s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr5-24415-v5-mkmlizer
Pipeline stage MKMLizer completed in 401.80s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v5-dpo-lr5-24415-v5
Waiting for inference service chaiml-ssnew-v5-dpo-lr5-24415-v5 to be ready
Inference service chaiml-ssnew-v5-dpo-lr5-24415-v5 ready after 151.22917342185974s
Pipeline stage MKMLDeployer completed in 152.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.613508939743042s
Received healthy response to inference request in 1.9372284412384033s
Received healthy response to inference request in 1.7193701267242432s
Received healthy response to inference request in 2.6045072078704834s
Received healthy response to inference request in 1.6764066219329834s
5 requests
0 failed requests
5th percentile: 1.6849993228912354
10th percentile: 1.6935920238494873
20th percentile: 1.7107774257659911
30th percentile: 1.7629417896270752
40th percentile: 1.8500851154327393
50th percentile: 1.9372284412384033
60th percentile: 2.2041399478912354
70th percentile: 2.4710514545440674
80th percentile: 2.606307554244995
90th percentile: 2.6099082469940185
95th percentile: 2.6117085933685305
99th percentile: 2.6131488704681396
mean time: 2.110204267501831
Pipeline stage StressChecker completed in 12.19s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.76s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 1.00s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr5_24415_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ssnew-v5-dpo-lr5-24415-v5-profiler
Waiting for inference service chaiml-ssnew-v5-dpo-lr5-24415-v5-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2940.30s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr5_24415_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v5-dpo-lr5_24415_v5 status is now torndown due to DeploymentManager action