developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_84909_v4
model_name: chaiml-mn24b-v2preferwi_84909_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T10:06:07+00:00
num_battles: 5339
num_wins: 2547
celo_rating: 1246.68
family_friendly_score: 0.5528
family_friendly_standard_error: 0.007031531269929758
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
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': 0.5452224295812993, 'latency_mean': 1.8339910948276519, 'latency_p50': 1.8272535800933838, 'latency_p90': 2.0329848289489747}, {'batch_size': 3, 'throughput': 1.1085477559997718, 'latency_mean': 2.6962134778499602, 'latency_p50': 2.699772596359253, 'latency_p90': 2.9882926464080812}, {'batch_size': 5, 'throughput': 1.4186074626166232, 'latency_mean': 3.5051655185222628, 'latency_p50': 3.4897236824035645, 'latency_p90': 3.918466567993164}, {'batch_size': 6, 'throughput': 1.5297365504617018, 'latency_mean': 3.903464607000351, 'latency_p50': 3.949103832244873, 'latency_p90': 4.4133429527282715}, {'batch_size': 8, 'throughput': 1.6699547905650132, 'latency_mean': 4.762563889026642, 'latency_p50': 4.7225329875946045, 'latency_p90': 5.420093607902527}, {'batch_size': 10, 'throughput': 1.7409400857470803, 'latency_mean': 5.676807032823563, 'latency_p50': 5.668111443519592, 'latency_p90': 6.50511577129364}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_84909_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-30
win_ratio: 0.4770556283948305
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-84909-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-84909-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: Downloaded to shared memory in 44.105s
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 already exists in ChaiML
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4xc0wmgs, device:0
chaiml-mn24b-v2preferwi-84909-v4-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)
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)
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: quantized model in 285.345s
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft5 in 329.450s
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-84909-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-84909-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-84909-v4-mkmlizer completed after 448.95s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-84909-v4-mkmlizer
Pipeline stage MKMLizer completed in 449.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-84909-v4
Waiting for inference service chaiml-mn24b-v2preferwi-84909-v4 to be ready
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-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 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', '')
Inference service chaiml-mn24b-v2preferwi-84909-v4 ready after 60.74766755104065s
Pipeline stage MKMLDeployer completed in 61.17s
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 2.031599521636963s
Received healthy response to inference request in 2.087087631225586s
Received healthy response to inference request in 1.9403340816497803s
Received healthy response to inference request in 1.6980164051055908s
5 requests
1 failed requests
5th percentile: 1.7464799404144287
10th percentile: 1.7949434757232665
20th percentile: 1.8918705463409424
30th percentile: 1.9585871696472168
40th percentile: 1.9950933456420898
50th percentile: 2.031599521636963
60th percentile: 2.053794765472412
70th percentile: 2.075990009307861
80th percentile: 5.940862178802494
90th percentile: 13.6484112739563
95th percentile: 17.5021858215332
99th percentile: 20.585205459594725
mean time: 5.822599601745606
%s, retrying in %s seconds...
Received healthy response to inference request in 1.688934087753296s
Received healthy response to inference request in 1.7463691234588623s
Received healthy response to inference request in 1.8511888980865479s
Received healthy response to inference request in 1.6432907581329346s
Received healthy response to inference request in 1.8108086585998535s
5 requests
0 failed requests
5th percentile: 1.652419424057007
10th percentile: 1.661548089981079
20th percentile: 1.6798054218292235
30th percentile: 1.7004210948944092
40th percentile: 1.7233951091766357
50th percentile: 1.7463691234588623
60th percentile: 1.7721449375152587
70th percentile: 1.7979207515716553
80th percentile: 1.8188847064971925
90th percentile: 1.8350368022918702
95th percentile: 1.843112850189209
99th percentile: 1.8495736885070801
mean time: 1.7481183052062987
Pipeline stage StressChecker completed in 41.22s
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 0.70s
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_84909_v4 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 0.12s
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-84909-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-84909-v4-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 5628.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_84909_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_84909_v4 status is now torndown due to DeploymentManager action