chaiml-mn24b-v2preferwi_68093

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68093_v5
model_name: chaiml-mn24b-v2preferwi_68093_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:36:57+00:00
num_battles: 5559
num_wins: 2506
celo_rating: 1236.58
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
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': 0.5473071036120158, 'latency_mean': 1.827009927034378, 'latency_p50': 1.8199630975723267, 'latency_p90': 2.0398590326309205}, {'batch_size': 3, 'throughput': 1.1224801251117622, 'latency_mean': 2.6542095589637755, 'latency_p50': 2.641555070877075, 'latency_p90': 3.003685736656189}, {'batch_size': 5, 'throughput': 1.4465603454621334, 'latency_mean': 3.429395695924759, 'latency_p50': 3.4429584741592407, 'latency_p90': 3.855014872550964}, {'batch_size': 6, 'throughput': 1.5498084050585996, 'latency_mean': 3.8464821898937225, 'latency_p50': 3.875157117843628, 'latency_p90': 4.361881804466248}, {'batch_size': 8, 'throughput': 1.7240834628982622, 'latency_mean': 4.6073067820072175, 'latency_p50': 4.561901688575745, 'latency_p90': 5.183986043930053}, {'batch_size': 10, 'throughput': 1.7927622538637877, 'latency_mean': 5.5161469101905825, 'latency_p50': 5.497703671455383, 'latency_p90': 6.220465111732483}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68093_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-30
win_ratio: 0.4508005036877136
generation_params: {'temperature': 0.8, '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-68093-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68093-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: Downloaded to shared memory in 43.878s
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0ypoe40v, device:0
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: quantized model in 281.961s
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 in 325.839s
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-68093-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-68093-v5-mkmlizer completed after 469.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68093-v5-mkmlizer
Pipeline stage MKMLizer completed in 470.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-68093-v5
Waiting for inference service chaiml-mn24b-v2preferwi-68093-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-68093-v5 ready after 60.386560678482056s
Pipeline stage MKMLDeployer completed in 60.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2464599609375s
Received healthy response to inference request in 2.016232967376709s
Received healthy response to inference request in 1.9581880569458008s
Received healthy response to inference request in 2.2565598487854004s
Received healthy response to inference request in 1.8452789783477783s
5 requests
0 failed requests
5th percentile: 1.8678607940673828
10th percentile: 1.8904426097869873
20th percentile: 1.9356062412261963
30th percentile: 1.9697970390319823
40th percentile: 1.9930150032043457
50th percentile: 2.016232967376709
60th percentile: 2.1083237648010256
70th percentile: 2.2004145622253417
80th percentile: 2.24847993850708
90th percentile: 2.25251989364624
95th percentile: 2.2545398712158202
99th percentile: 2.2561558532714843
mean time: 2.0645439624786377
Pipeline stage StressChecker completed in 11.69s
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 1.09s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-68093-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68093-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Received signal 15, running shutdown handler
Shutdown handler de-registered
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 3020.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v5 status is now torndown due to DeploymentManager action