chaiml-csfs-v3-3-dpo-l_86358

developer_uid: rirv938

submission_id: chaiml-csfs-v3-3-dpo-l_86358_v13

model_name: chaiml-csfs-v3-3-dpo-l_86358_v13

model_group: ChaiML/csfs-v3-3-dpo-lr5

status: torndown

timestamp: 2025-12-12T18:27:18+00:00

num_battles: 9337

num_wins: 4619

celo_rating: 1296.83

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3819595407308583, 'latency_mean': 2.61795192360878, 'latency_p50': 2.607127070426941, 'latency_p90': 2.886257481575012}, {'batch_size': 2, 'throughput': 0.572797832043325, 'latency_mean': 3.48202010512352, 'latency_p50': 3.4878745079040527, 'latency_p90': 3.800473928451538}, {'batch_size': 3, 'throughput': 0.7069003121738947, 'latency_mean': 4.2370857644081115, 'latency_p50': 4.25433611869812, 'latency_p90': 4.807922387123108}, {'batch_size': 4, 'throughput': 0.800022293712065, 'latency_mean': 4.980569326877594, 'latency_p50': 4.985702157020569, 'latency_p90': 5.653727865219116}, {'batch_size': 5, 'throughput': 0.8688488882646501, 'latency_mean': 5.724677271842957, 'latency_p50': 5.701443314552307, 'latency_p90': 6.509233164787292}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-csfs-v3-3-dpo-l_86358_v13

ineligible_reason: num_battles<10000

is_internal_developer: True

language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-11-27

win_ratio: 0.4946985112991325

generation_params: {'temperature': 1.2, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['####', '\n', '</s>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-csfs-v3-3-dpo-l-86358-v13-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer to finish
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chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: Downloaded to shared memory in 67.099s
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpptlsuhzu, device:0
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: quantized model in 47.477s
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 114.576s
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/config.json
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v13/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer completed after 196.98s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-l-86358-v13-mkmlizer
Pipeline stage MKMLizer completed in 197.45s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-3-dpo-l-86358-v13
Waiting for inference service chaiml-csfs-v3-3-dpo-l-86358-v13 to be ready
Inference service chaiml-csfs-v3-3-dpo-l-86358-v13 ready after 170.82828307151794s
Pipeline stage MKMLDeployer completed in 171.73s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.215333938598633s
Received healthy response to inference request in 1.754298448562622s
Received healthy response to inference request in 2.186979293823242s
Received healthy response to inference request in 1.7717196941375732s
Received healthy response to inference request in 2.204514980316162s
5 requests
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5th percentile: 1.7577826976776123
10th percentile: 1.7612669467926025
20th percentile: 1.768235445022583
30th percentile: 1.854771614074707
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70th percentile: 2.201007843017578
80th percentile: 2.206678771972656
90th percentile: 2.2110063552856447
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Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5211.93s
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