chaiml-mn24b-v2preferwi_91731

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_91731_v1
model_name: chaiml-mn24b-v2preferwi_91731_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-26T03:43:05+00:00
num_battles: 5548
num_wins: 2774
celo_rating: 1276.87
family_friendly_score: 0.5502
family_friendly_standard_error: 0.007035338797812086
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
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': 0.5435953813439077, 'latency_mean': 1.839500424861908, 'latency_p50': 1.8435708284378052, 'latency_p90': 2.0395299196243286}, {'batch_size': 3, 'throughput': 1.1101610093882468, 'latency_mean': 2.700271739959717, 'latency_p50': 2.69240939617157, 'latency_p90': 2.9856910228729245}, {'batch_size': 5, 'throughput': 1.4227007999725712, 'latency_mean': 3.493509395122528, 'latency_p50': 3.4892971515655518, 'latency_p90': 3.9380761623382567}, {'batch_size': 6, 'throughput': 1.5233284004108774, 'latency_mean': 3.9118327260017396, 'latency_p50': 3.9239327907562256, 'latency_p90': 4.3765993356704715}, {'batch_size': 8, 'throughput': 1.6693810384556678, 'latency_mean': 4.751522600650787, 'latency_p50': 4.79629909992218, 'latency_p90': 5.358919906616211}, {'batch_size': 10, 'throughput': 1.7640927599406582, 'latency_mean': 5.601415727138519, 'latency_p50': 5.603724718093872, 'latency_p90': 6.445111274719238}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_91731_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-25
win_ratio: 0.5
generation_params: {'temperature': 0.6, '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-91731-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-91731-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: Downloaded to shared memory in 63.518s
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpu2pitypy, device:0
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: quantized model in 285.906s
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 in 349.424s
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-91731-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-91731-v1-mkmlizer completed after 418.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-91731-v1-mkmlizer
Pipeline stage MKMLizer completed in 419.00s
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-mn24b-v2preferwi-91731-v1
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-91731-v1 ready after 60.50382876396179s
Pipeline stage MKMLDeployer completed in 60.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6531920433044434s
Received healthy response to inference request in 1.981968641281128s
Received healthy response to inference request in 2.0631585121154785s
Received healthy response to inference request in 1.761857032775879s
Received healthy response to inference request in 1.9636402130126953s
5 requests
0 failed requests
5th percentile: 1.6749250411987304
10th percentile: 1.6966580390930175
20th percentile: 1.7401240348815918
30th percentile: 1.8022136688232422
40th percentile: 1.8829269409179688
50th percentile: 1.9636402130126953
60th percentile: 1.9709715843200684
70th percentile: 1.9783029556274414
80th percentile: 1.998206615447998
90th percentile: 2.0306825637817383
95th percentile: 2.0469205379486084
99th percentile: 2.0599109172821044
mean time: 1.8847632884979248
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 0.75s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v1 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-91731-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v1-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 2456.14s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_91731_v1 status is now torndown due to DeploymentManager action