chaiml-mn24b-v2preferwi_18626

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18626_v4
model_name: chaiml-mn24b-v2preferwi_18626_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:23:06+00:00
num_battles: 5817
num_wins: 2895
celo_rating: 1261.45
family_friendly_score: 0.5549999999999999
family_friendly_standard_error: 0.007028157653325657
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5519034991487325, 'latency_mean': 1.811786391735077, 'latency_p50': 1.7955803871154785, 'latency_p90': 2.0138760805130005}, {'batch_size': 3, 'throughput': 1.104477418099495, 'latency_mean': 2.710447450876236, 'latency_p50': 2.7391613721847534, 'latency_p90': 2.942234659194946}, {'batch_size': 5, 'throughput': 1.4244841569208593, 'latency_mean': 3.4816922998428343, 'latency_p50': 3.4678343534469604, 'latency_p90': 3.96470046043396}, {'batch_size': 6, 'throughput': 1.5316313040250036, 'latency_mean': 3.8945620810985564, 'latency_p50': 3.911378502845764, 'latency_p90': 4.349859285354614}, {'batch_size': 8, 'throughput': 1.6828970503225922, 'latency_mean': 4.717742274999619, 'latency_p50': 4.715806007385254, 'latency_p90': 5.417521548271179}, {'batch_size': 10, 'throughput': 1.757654396248564, 'latency_mean': 5.65292578458786, 'latency_p50': 5.544554829597473, 'latency_p90': 6.626618432998657}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18626_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-23
win_ratio: 0.49767921609076843
generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-mn24b-v2preferwi-18626-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18626-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: Downloaded to shared memory in 42.774s
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbjvjg6ib, device:0
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_milen_2025-09-03: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v23/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.2.16.47:8080/models/chaiml-exp-grpo-cp312-_36146_v23/predict\'"}')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: quantized model in 285.695s
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1 in 328.470s
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-18626-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-18626-v4-mkmlizer completed after 502.49s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18626-v4-mkmlizer
Pipeline stage MKMLizer completed in 503.02s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-18626-v4
Waiting for inference service chaiml-mn24b-v2preferwi-18626-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-18626-v4 ready after 50.68544244766235s
Pipeline stage MKMLDeployer completed in 51.36s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.061136245727539s
Received healthy response to inference request in 2.662015914916992s
Received healthy response to inference request in 1.5594830513000488s
Received healthy response to inference request in 2.028205633163452s
Received healthy response to inference request in 2.0220673084259033s
5 requests
0 failed requests
5th percentile: 1.6519999027252197
10th percentile: 1.7445167541503905
20th percentile: 1.9295504570007325
30th percentile: 2.023294973373413
40th percentile: 2.0257503032684325
50th percentile: 2.028205633163452
60th percentile: 2.041377878189087
70th percentile: 2.054550123214722
80th percentile: 2.1813121795654298
90th percentile: 2.4216640472412108
95th percentile: 2.5418399810791015
99th percentile: 2.637980728149414
mean time: 2.066581630706787
Pipeline stage StressChecker completed in 12.58s
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 0.68s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18626_v4 status is now deployed due to DeploymentManager action
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 2879.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18626_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18626_v4 status is now torndown due to DeploymentManager action