chaiml-csfs-v4-dpo-lr5e_33865

developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v4-dpo-lr5e_33865_v1
model_name: chaiml-csfs-v4-dpo-lr5e_33865_v1
model_group: ChaiML/csfs-v4-dpo-lr5e6
status: inactive
timestamp: 2025-10-17T12:06:45+00:00
num_battles: 6293
num_wins: 3429
celo_rating: 1302.3
family_friendly_score: 0.5065999999999999
family_friendly_standard_error: 0.0070704517536010385
submission_type: basic
model_repo: ChaiML/csfs-v4-dpo-lr5e6b01r64-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': 0.3809034129357788, 'latency_mean': 2.625223746299744, 'latency_p50': 2.6326292753219604, 'latency_p90': 2.8849288702011107}, {'batch_size': 2, 'throughput': 0.579468955498747, 'latency_mean': 3.451159576177597, 'latency_p50': 3.4545209407806396, 'latency_p90': 3.763436508178711}, {'batch_size': 3, 'throughput': 0.7155075978064372, 'latency_mean': 4.184758678674698, 'latency_p50': 4.212665438652039, 'latency_p90': 4.531982445716857}, {'batch_size': 4, 'throughput': 0.8165214651243988, 'latency_mean': 4.889822493791581, 'latency_p50': 4.8498756885528564, 'latency_p90': 5.551436209678649}, {'batch_size': 5, 'throughput': 0.8755366512118964, 'latency_mean': 5.682548958063125, 'latency_p50': 5.697516679763794, 'latency_p90': 6.543482995033264}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v4-dpo-lr5e_33865_v1
is_internal_developer: True
language_model: ChaiML/csfs-v4-dpo-lr5e6b01r64-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.63
us_pacific_date: 2025-10-17
win_ratio: 0.5448911488955983
generation_params: {'temperature': 1.0, '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-v4-dpo-lr5e-33865-v1-mkmlizer
Waiting for job on chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer to finish
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Downloaded to shared memory in 51.823s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Checking if ChaiML/csfs-v4-dpo-lr5e6b01r64-lora already exists in ChaiML
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgmorfzkx, device:0
chaiml-csfs-v4-dpo-lr5e-33865-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-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: quantized model in 44.326s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Processed model ChaiML/csfs-v4-dpo-lr5e6b01r64-lora in 96.149s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/config.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/special_tokens_map.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/tokenizer_config.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/tokenizer.json
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"502, message=\'Attempt to decode JSON with unexpected mimetype: text/plain; charset=utf-8\', url=\'http://guanaco-model-mesh-east-west-gateway.model-mesh.kchai-tensorwave-us-tus-1.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict\'"}')
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/flywheel_model.0.safetensors?partNumber=130&uploadId=2~cebKfb9Z05faP5JbjlF-8nUsJveo6Fj": write tcp 10.0.0.85:35976->216.153.53.63:443: write: connection reset by peer
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~cebKfb9Z05faP5JbjlF-8nUsJveo6Fj caused by: SignatureDoesNotMatch:  status code: 403, request id: tx000007b94857db93fd76d-0068f231ec-12253ce6e2-default, host id:
Job chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer completed after 164.93s with status: failed
Stopping job with name chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer
Waiting for job on chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer to finish
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Downloaded to shared memory in 47.518s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Checking if ChaiML/csfs-v4-dpo-lr5e6b01r64-lora already exists in ChaiML
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmps7yu80xs, device:0
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: quantized model in 43.945s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Processed model ChaiML/csfs-v4-dpo-lr5e6b01r64-lora in 91.463s
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/config.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/special_tokens_map.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/tokenizer_config.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/tokenizer.json
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer completed after 161.24s with status: succeeded
Stopping job with name chaiml-csfs-v4-dpo-lr5e-33865-v1-mkmlizer
Pipeline stage MKMLizer completed in 327.10s
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-csfs-v4-dpo-lr5e-33865-v1
Waiting for inference service chaiml-csfs-v4-dpo-lr5e-33865-v1 to be ready
Inference service chaiml-csfs-v4-dpo-lr5e-33865-v1 ready after 90.40890383720398s
Pipeline stage MKMLDeployer completed in 91.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.431245803833008s
Received healthy response to inference request in 2.2059736251831055s
Received healthy response to inference request in 2.3570003509521484s
Received healthy response to inference request in 2.539074182510376s
Received healthy response to inference request in 2.637519121170044s
5 requests
0 failed requests
5th percentile: 2.236178970336914
10th percentile: 2.266384315490723
20th percentile: 2.3267950057983398
30th percentile: 2.3718494415283202
40th percentile: 2.4015476226806642
50th percentile: 2.431245803833008
60th percentile: 2.474377155303955
70th percentile: 2.5175085067749023
80th percentile: 2.5587631702423095
90th percentile: 2.598141145706177
95th percentile: 2.6178301334381104
99th percentile: 2.633581323623657
mean time: 2.4341626167297363
Pipeline stage StressChecker completed in 13.63s
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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 0.68s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.79s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_33865_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-csfs-v4-dpo-lr5e-33865-v1-profiler
Waiting for inference service chaiml-csfs-v4-dpo-lr5e-33865-v1-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3248.84s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_33865_v1 status is now inactive due to auto deactivation removed underperforming models