developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_70383_v3
model_name: chaiml-mn24b-v2preferwi_70383_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:30:16+00:00
num_battles: 5883
num_wins: 3055
celo_rating: 1283.68
family_friendly_score: 0.5509999999999999
family_friendly_standard_error: 0.007034187941759872
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
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': 0.5426129095267027, 'latency_mean': 1.842838169336319, 'latency_p50': 1.8516438007354736, 'latency_p90': 2.029801869392395}, {'batch_size': 3, 'throughput': 1.1091925037746406, 'latency_mean': 2.696538255214691, 'latency_p50': 2.7034562826156616, 'latency_p90': 2.952870750427246}, {'batch_size': 5, 'throughput': 1.4185269343538267, 'latency_mean': 3.497491446733475, 'latency_p50': 3.492358922958374, 'latency_p90': 3.930706286430359}, {'batch_size': 6, 'throughput': 1.5517506670582881, 'latency_mean': 3.8454746556282045, 'latency_p50': 3.8381868600845337, 'latency_p90': 4.328462862968445}, {'batch_size': 8, 'throughput': 1.6931163928652055, 'latency_mean': 4.693513158559799, 'latency_p50': 4.711777687072754, 'latency_p90': 5.317966628074646}, {'batch_size': 10, 'throughput': 1.7872803673289526, 'latency_mean': 5.5589450120925905, 'latency_p50': 5.585625052452087, 'latency_p90': 6.462337899208069}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_70383_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-24
win_ratio: 0.5192928777834438
generation_params: {'temperature': 0.7, '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-70383-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-70383-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: Downloaded to shared memory in 106.415s
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7vx6ovzx, device:0
chaiml-mn24b-v2preferwi-70383-v3-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 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 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-70383-v3-mkmlizer: quantized model in 284.802s
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 in 391.218s
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-70383-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-70383-v3-mkmlizer completed after 491.8s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-70383-v3-mkmlizer
Pipeline stage MKMLizer completed in 492.52s
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-70383-v3
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-70383-v3 ready after 60.39752268791199s
Pipeline stage MKMLDeployer completed in 60.93s
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 2.370073080062866s
Received healthy response to inference request in 1.6663098335266113s
Received healthy response to inference request in 1.8016655445098877s
Received healthy response to inference request in 1.7496042251586914s
5 requests
1 failed requests
5th percentile: 1.6829687118530274
10th percentile: 1.6996275901794433
20th percentile: 1.7329453468322753
30th percentile: 1.7600164890289307
40th percentile: 1.780841016769409
50th percentile: 1.8016655445098877
60th percentile: 2.029028558731079
70th percentile: 2.2563915729522703
80th percentile: 5.930421113967899
90th percentile: 13.051117181777956
95th percentile: 16.61146521568298
99th percentile: 19.459743642807005
mean time: 5.551893186569214
%s, retrying in %s seconds...
Received healthy response to inference request in 1.44822096824646s
Received healthy response to inference request in 1.9042563438415527s
Received healthy response to inference request in 1.488886833190918s
Received healthy response to inference request in 1.684732437133789s
Received healthy response to inference request in 1.8713257312774658s
5 requests
0 failed requests
5th percentile: 1.4563541412353516
10th percentile: 1.4644873142242432
20th percentile: 1.4807536602020264
30th percentile: 1.5280559539794922
40th percentile: 1.6063941955566405
50th percentile: 1.684732437133789
60th percentile: 1.7593697547912597
70th percentile: 1.8340070724487305
80th percentile: 1.8779118537902832
90th percentile: 1.8910840988159179
95th percentile: 1.8976702213287353
99th percentile: 1.9029391193389893
mean time: 1.6794844627380372
Pipeline stage StressChecker completed in 38.99s
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 0.84s
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 2.49s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v3 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-mn24b-v2preferwi-70383-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v3-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 2882.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_70383_v3 status is now torndown due to DeploymentManager action