developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47511_v1
model_name: chaiml-mn24b-v2preferwi_47511_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:42:23+00:00
num_battles: 5766
num_wins: 2976
celo_rating: 1270.28
family_friendly_score: 0.5508
family_friendly_standard_error: 0.007034477379308288
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
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': 0.5496612132342346, 'latency_mean': 1.8191849827766418, 'latency_p50': 1.8068102598190308, 'latency_p90': 2.039709949493408}, {'batch_size': 3, 'throughput': 1.1219854265806901, 'latency_mean': 2.6627446603775025, 'latency_p50': 2.6470260620117188, 'latency_p90': 2.963716340065002}, {'batch_size': 5, 'throughput': 1.4476370808120824, 'latency_mean': 3.440990399122238, 'latency_p50': 3.4320727586746216, 'latency_p90': 3.896806025505066}, {'batch_size': 6, 'throughput': 1.5610830767904624, 'latency_mean': 3.8107129192352294, 'latency_p50': 3.7917404174804688, 'latency_p90': 4.305557584762573}, {'batch_size': 8, 'throughput': 1.721556215558006, 'latency_mean': 4.613981143236161, 'latency_p50': 4.617472767829895, 'latency_p90': 5.294673156738281}, {'batch_size': 10, 'throughput': 1.7936834387982168, 'latency_mean': 5.549106822013855, 'latency_p50': 5.587132453918457, 'latency_p90': 6.330340242385864}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47511_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-23
win_ratio: 0.5161290322580645
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-47511-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47511-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: Downloaded to shared memory in 56.444s
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjyb7pwe_, device:0
chaiml-mn24b-v2preferwi-47511-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', '')
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: quantized model in 284.601s
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 in 341.045s
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47511-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47511-v1-mkmlizer completed after 439.39s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47511-v1-mkmlizer
Pipeline stage MKMLizer completed in 439.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-47511-v1
Waiting for inference service chaiml-mn24b-v2preferwi-47511-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-47511-v1 ready after 60.28670001029968s
Pipeline stage MKMLDeployer completed in 60.73s
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 2.535169839859009s
Received healthy response to inference request in 2.075514316558838s
Received healthy response to inference request in 1.8687739372253418s
Received healthy response to inference request in 1.6772961616516113s
5 requests
1 failed requests
5th percentile: 1.7155917167663575
10th percentile: 1.7538872718811036
20th percentile: 1.8304783821105957
30th percentile: 1.910122013092041
40th percentile: 1.9928181648254395
50th percentile: 2.075514316558838
60th percentile: 2.2593765258789062
70th percentile: 2.4432387351989746
80th percentile: 6.1215296745300325
90th percentile: 13.294249343872071
95th percentile: 16.88060917854309
99th percentile: 19.749697046279906
mean time: 5.724744653701782
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6770212650299072s
Received healthy response to inference request in 1.8201091289520264s
Received healthy response to inference request in 1.9285249710083008s
Received healthy response to inference request in 2.148066282272339s
Received healthy response to inference request in 2.3509726524353027s
5 requests
0 failed requests
5th percentile: 1.705638837814331
10th percentile: 1.7342564105987548
20th percentile: 1.7914915561676026
30th percentile: 1.8417922973632812
40th percentile: 1.885158634185791
50th percentile: 1.9285249710083008
60th percentile: 2.016341495513916
70th percentile: 2.1041580200195313
80th percentile: 2.1886475563049315
90th percentile: 2.269810104370117
95th percentile: 2.31039137840271
99th percentile: 2.3428563976287844
mean time: 1.9849388599395752
Pipeline stage StressChecker completed in 41.77s
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 0.65s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_v1 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 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-47511-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-47511-v1-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 2807.43s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47511_v1 status is now torndown due to DeploymentManager action