developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68093_v1
model_name: chaiml-mn24b-v2preferwi_68093_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:36:11+00:00
num_battles: 5460
num_wins: 2453
celo_rating: 1234.22
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': 0.5561085706447573, 'latency_mean': 1.7980852818489075, 'latency_p50': 1.785136342048645, 'latency_p90': 2.012595701217651}, {'batch_size': 3, 'throughput': 1.1128160849817006, 'latency_mean': 2.6892014288902284, 'latency_p50': 2.6865451335906982, 'latency_p90': 2.970423722267151}, {'batch_size': 5, 'throughput': 1.4437879429849605, 'latency_mean': 3.450674365758896, 'latency_p50': 3.4493542909622192, 'latency_p90': 3.897287607192993}, {'batch_size': 6, 'throughput': 1.5580776145948452, 'latency_mean': 3.8274213004112245, 'latency_p50': 3.8134193420410156, 'latency_p90': 4.332130885124206}, {'batch_size': 8, 'throughput': 1.7050188182893447, 'latency_mean': 4.646333153247833, 'latency_p50': 4.712161421775818, 'latency_p90': 5.231054162979126}, {'batch_size': 10, 'throughput': 1.7998541906223957, 'latency_mean': 5.497968021631241, 'latency_p50': 5.502735137939453, 'latency_p90': 6.350192642211914}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68093_v1
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: 0.4492673992673993
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-68093-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68093-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-68093-v1-mkmlizer: Downloaded to shared memory in 52.086s
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf2in3on1, device:0
chaiml-mn24b-v2preferwi-68093-v1-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 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)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: ('http://chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
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)
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-68093-v1-mkmlizer: quantized model in 284.134s
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 in 336.221s
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/tokenizer.json
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-68093-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-68093-v1-mkmlizer completed after 520.5s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68093-v1-mkmlizer
Pipeline stage MKMLizer completed in 521.65s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-68093-v1
Waiting for inference service chaiml-mn24b-v2preferwi-68093-v1 to be ready
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mn24b-v2preferwi-68093-v1 ready after 50.215721130371094s
Pipeline stage MKMLDeployer completed in 51.15s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.0432052612304688s
Received healthy response to inference request in 1.7660305500030518s
Received healthy response to inference request in 1.651547908782959s
Received healthy response to inference request in 2.5199451446533203s
5 requests
1 failed requests
5th percentile: 1.6744444370269775
10th percentile: 1.697340965270996
20th percentile: 1.7431340217590332
30th percentile: 1.8214654922485352
40th percentile: 1.932335376739502
50th percentile: 2.0432052612304688
60th percentile: 2.2339012145996096
70th percentile: 2.42459716796875
80th percentile: 6.050041580200198
90th percentile: 13.110234451293948
95th percentile: 16.640330886840818
99th percentile: 19.46440803527832
mean time: 5.630231237411499
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7849934101104736s
Received healthy response to inference request in 2.0133116245269775s
Received healthy response to inference request in 1.9531495571136475s
Received healthy response to inference request in 1.9398276805877686s
Received healthy response to inference request in 1.915384292602539s
5 requests
0 failed requests
5th percentile: 1.8110715866088867
10th percentile: 1.8371497631072997
20th percentile: 1.889306116104126
30th percentile: 1.9202729701995849
40th percentile: 1.9300503253936767
50th percentile: 1.9398276805877686
60th percentile: 1.9451564311981202
70th percentile: 1.9504851818084716
80th percentile: 1.9651819705963134
90th percentile: 1.9892467975616455
95th percentile: 2.0012792110443116
99th percentile: 2.0109051418304444
mean time: 1.9213333129882812
Pipeline stage StressChecker completed in 40.57s
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 0.63s
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 0.76s
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)
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v1 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
%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 3004.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v1 status is now torndown due to DeploymentManager action