developer_uid: zonemercy
submission_id: chaiml-cogito32b-dpos2_39363_v23
model_name: chaiml-cogito32b-dpos2_39363_v23
model_group: ChaiML/cogito32b-dpos2-d
status: torndown
timestamp: 2025-10-01T19:10:15+00:00
num_battles: 5873
num_wins: 2917
celo_rating: 1278.39
family_friendly_score: 0.46940000000000004
family_friendly_standard_error: 0.0070578132590767804
submission_type: basic
model_repo: ChaiML/cogito32b-dpos2-dpos1ft-b06-2e
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32759331840.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.40806479071893065, 'latency_mean': 2.4504967749118807, 'latency_p50': 2.442598819732666, 'latency_p90': 2.745346450805664}, {'batch_size': 3, 'throughput': 0.8849343559272485, 'latency_mean': 3.3871586561203, 'latency_p50': 3.4078351259231567, 'latency_p90': 3.7237399101257322}, {'batch_size': 5, 'throughput': 1.1861078234243423, 'latency_mean': 4.203705337047577, 'latency_p50': 4.227487921714783, 'latency_p90': 4.749602890014648}, {'batch_size': 6, 'throughput': 1.3139713523065544, 'latency_mean': 4.537035142183304, 'latency_p50': 4.570634603500366, 'latency_p90': 5.104903650283814}, {'batch_size': 8, 'throughput': 1.461695818086607, 'latency_mean': 5.4311013865470885, 'latency_p50': 5.4555768966674805, 'latency_p90': 6.1126323461532595}, {'batch_size': 10, 'throughput': 1.5832398972419666, 'latency_mean': 6.257640264034271, 'latency_p50': 6.29594612121582, 'latency_p90': 7.075705361366272}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-cogito32b-dpos2_39363_v23
is_internal_developer: True
language_model: ChaiML/cogito32b-dpos2-dpos1ft-b06-2e
model_size: 33B
ranking_group: single
throughput_3p7s: 1.02
us_pacific_date: 2025-10-01
win_ratio: 0.49667972075600203
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-cogito32b-dpos2-39363-v23-mkmlizer
Waiting for job on chaiml-cogito32b-dpos2-39363-v23-mkmlizer to finish
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chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║                                                                     ║
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chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║                                                                     ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║                                                                     ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  belonging to:                                                      ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║                                                                     ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ║                                                                     ║
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: Downloaded to shared memory in 70.975s
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: Checking if ChaiML/cogito32b-dpos2-dpos1ft-b06-2e already exists in ChaiML
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd1h0c3a4, device:0
chaiml-cogito32b-dpos2-39363-v23-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-cogito32b-dpos2-39363-v23-mkmlizer: quantized model in 405.003s
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: Processed model ChaiML/cogito32b-dpos2-dpos1ft-b06-2e in 475.978s
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/config.json
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/added_tokens.json
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/special_tokens_map.json
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/tokenizer_config.json
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/merges.txt
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/vocab.json
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/flywheel_model.1.safetensors
chaiml-cogito32b-dpos2-39363-v23-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cogito32b-dpos2-39363-v23/nvidia/flywheel_model.0.safetensors
Job chaiml-cogito32b-dpos2-39363-v23-mkmlizer completed after 552.29s with status: succeeded
Stopping job with name chaiml-cogito32b-dpos2-39363-v23-mkmlizer
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Creating inference service chaiml-cogito32b-dpos2-39363-v23
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Inference service chaiml-cogito32b-dpos2-39363-v23 ready after 50.34589743614197s
Pipeline stage MKMLDeployer completed in 50.88s
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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 2.9663708209991455s
Received healthy response to inference request in 2.546273946762085s
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Received healthy response to inference request in 2.695773124694824s
5 requests
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5th percentile: 2.576173782348633
10th percentile: 2.6060736179351807
20th percentile: 2.6658732891082764
30th percentile: 2.7498926639556887
40th percentile: 2.858131742477417
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70th percentile: 3.0122801303863525
80th percentile: 6.474235868453983
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95th percentile: 16.825671100616454
99th percentile: 19.586053829193116
mean time: 6.301664972305298
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2836110591888428s
Received healthy response to inference request in 3.195456027984619s
Received healthy response to inference request in 2.580528736114502s
Received healthy response to inference request in 2.7216029167175293s
Received healthy response to inference request in 2.3713691234588623s
5 requests
0 failed requests
5th percentile: 2.301162672042847
10th percentile: 2.3187142848968505
20th percentile: 2.353817510604858
30th percentile: 2.4132010459899904
40th percentile: 2.496864891052246
50th percentile: 2.580528736114502
60th percentile: 2.6369584083557127
70th percentile: 2.693388080596924
80th percentile: 2.8163735389709474
90th percentile: 3.0059147834777833
95th percentile: 3.100685405731201
99th percentile: 3.1765019035339357
mean time: 2.630513572692871
Pipeline stage StressChecker completed in 47.49s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3171.55s
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chaiml-cogito32b-dpos2_39363_v23 status is now inactive due to auto deactivation removed underperforming models
chaiml-cogito32b-dpos2_39363_v23 status is now torndown due to DeploymentManager action