chaiml-csfs-v3-3-dpo-l_86358

developer_uid: rirv938

submission_id: chaiml-csfs-v3-3-dpo-l_86358_v12

model_name: chaiml-csfs-v3-3-dpo-l_86358_v12

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

status: torndown

timestamp: 2025-12-12T18:27:17+00:00

num_battles: 9249

num_wins: 4687

celo_rating: 1304.61

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': 0.3635642746350192, 'latency_mean': 2.7504430639743807, 'latency_p50': 2.6584032773971558, 'latency_p90': 2.9273187160491942}, {'batch_size': 2, 'throughput': 0.5644422494725942, 'latency_mean': 3.543213722705841, 'latency_p50': 3.5290420055389404, 'latency_p90': 3.8476071119308473}, {'batch_size': 3, 'throughput': 0.6949418847387999, 'latency_mean': 4.310491831302643, 'latency_p50': 4.3223960399627686, 'latency_p90': 4.90194730758667}, {'batch_size': 4, 'throughput': 0.789096135027824, 'latency_mean': 5.046065977811813, 'latency_p50': 5.056170701980591, 'latency_p90': 5.609560513496399}, {'batch_size': 5, 'throughput': 0.8469175161682988, 'latency_mean': 5.87228000998497, 'latency_p50': 5.877506494522095, 'latency_p90': 6.686093950271607}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-csfs-v3-3-dpo-l_86358_v12

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: 0.6

us_pacific_date: 2025-11-27

win_ratio: 0.5067574872959238

generation_params: {'temperature': 1.1, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', '####', '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-v12-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer to finish
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chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: Downloaded to shared memory in 59.368s
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8mibhdsk, device:0
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: quantized model in 46.455s
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 105.824s
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/config.json
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v12/nvidia/flywheel_model.1.safetensors
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Job chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer completed after 196.16s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-l-86358-v12-mkmlizer
Pipeline stage MKMLizer completed in 196.66s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-3-dpo-l-86358-v12
Waiting for inference service chaiml-csfs-v3-3-dpo-l-86358-v12 to be ready
Failed to get response for submission chaiml-2a6f-69d4-linear-w01_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-2a6f-69d4-linear-w01_v7/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...linear-w01_v7/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Inference service chaiml-csfs-v3-3-dpo-l-86358-v12 ready after 150.91456198692322s
Pipeline stage MKMLDeployer completed in 151.33s
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 2.5793447494506836s
Received healthy response to inference request in 1.7266669273376465s
Received healthy response to inference request in 1.9328396320343018s
Received healthy response to inference request in 2.3093371391296387s
5 requests
1 failed requests
5th percentile: 1.7679014682769776
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mean time: 5.731289529800415
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Received healthy response to inference request in 2.188110589981079s
Received healthy response to inference request in 1.7373478412628174s
Received healthy response to inference request in 1.7476279735565186s
Received healthy response to inference request in 2.1494991779327393s
Received healthy response to inference request in 2.535269021987915s
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5th percentile: 1.7394038677215575
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mean time: 2.0715709209442137
Pipeline stage StressChecker completed in 41.73s
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Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-l_86358_v12 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5977.66s
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chaiml-csfs-v3-3-dpo-l_86358_v12 status is now torndown due to DeploymentManager action