chaiml-mn24b-v2preferwi_74284

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74284_v4
model_name: chaiml-mn24b-v2preferwi_74284_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:24:38+00:00
num_battles: 5278
num_wins: 2710
celo_rating: 1276.86
family_friendly_score: 0.5760000000000001
family_friendly_standard_error: 0.0069889054937092975
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5443378332185289, 'latency_mean': 1.8369666719436646, 'latency_p50': 1.852097511291504, 'latency_p90': 2.028394174575806}, {'batch_size': 3, 'throughput': 1.1123804961553874, 'latency_mean': 2.6864605855941774, 'latency_p50': 2.6657782793045044, 'latency_p90': 3.046104407310486}, {'batch_size': 5, 'throughput': 1.4266549621410598, 'latency_mean': 3.4866433787345885, 'latency_p50': 3.49912428855896, 'latency_p90': 3.957358074188232}, {'batch_size': 6, 'throughput': 1.5323902062672594, 'latency_mean': 3.88608308672905, 'latency_p50': 3.862396717071533, 'latency_p90': 4.394674515724182}, {'batch_size': 8, 'throughput': 1.6820298064917847, 'latency_mean': 4.710801441669464, 'latency_p50': 4.707997798919678, 'latency_p90': 5.318557643890381}, {'batch_size': 10, 'throughput': 1.7584055387587734, 'latency_mean': 5.641841444969177, 'latency_p50': 5.650477051734924, 'latency_p90': 6.383935880661011}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74284_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-20
win_ratio: 0.5134520651762031
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-74284-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74284-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: Downloaded to shared memory in 49.354s
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpv51tvo08, device:0
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: quantized model in 286.034s
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 in 335.388s
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74284-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-74284-v4-mkmlizer completed after 479.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74284-v4-mkmlizer
Pipeline stage MKMLizer completed in 479.99s
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-74284-v4
Waiting for inference service chaiml-mn24b-v2preferwi-74284-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-74284-v4 ready after 60.23091268539429s
Pipeline stage MKMLDeployer completed in 60.66s
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 2.4716145992279053s
Received healthy response to inference request in 1.765730381011963s
Received healthy response to inference request in 1.8815693855285645s
Received healthy response to inference request in 1.7561161518096924s
5 requests
1 failed requests
5th percentile: 1.7580389976501465
10th percentile: 1.7599618434906006
20th percentile: 1.7638075351715088
30th percentile: 1.7888981819152832
40th percentile: 1.835233783721924
50th percentile: 1.8815693855285645
60th percentile: 2.1175874710083007
70th percentile: 2.353605556488037
80th percentile: 6.003703737258914
90th percentile: 13.067882013320926
95th percentile: 16.599971151351927
99th percentile: 19.425642461776732
mean time: 5.601418161392212
%s, retrying in %s seconds...
Received healthy response to inference request in 2.033543825149536s
Received healthy response to inference request in 1.6755166053771973s
Received healthy response to inference request in 1.9727058410644531s
Received healthy response to inference request in 1.9813439846038818s
Received healthy response to inference request in 2.019362449645996s
5 requests
0 failed requests
5th percentile: 1.7349544525146485
10th percentile: 1.7943922996520996
20th percentile: 1.9132679939270019
30th percentile: 1.974433469772339
40th percentile: 1.9778887271881103
50th percentile: 1.9813439846038818
60th percentile: 1.9965513706207276
70th percentile: 2.0117587566375734
80th percentile: 2.022198724746704
90th percentile: 2.02787127494812
95th percentile: 2.0307075500488283
99th percentile: 2.0329765701293945
mean time: 1.9364945411682128
Pipeline stage StressChecker completed in 40.45s
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 0.67s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_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 3055.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74284_v4 status is now torndown due to DeploymentManager action