chaiml-csfs-v6b-dpo-cosine

developer_uid: zonemercy
submission_id: chaiml-csfs-v6b-dpo-cosine_v2
model_name: test
model_group: ChaiML/csfs-v6b-dpo_cosi
status: inactive
timestamp: 2025-11-24T17:46:58+00:00
num_battles: 5896
num_wins: 2934
celo_rating: 1294.12
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6b-dpo_cosine
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': 0.4607154432783668, 'latency_mean': 2.1704409849643707, 'latency_p50': 2.1882630586624146, 'latency_p90': 2.3586798906326294}, {'batch_size': 2, 'throughput': 0.6679594556816438, 'latency_mean': 2.9905742502212522, 'latency_p50': 3.0147364139556885, 'latency_p90': 3.2549944877624513}, {'batch_size': 3, 'throughput': 0.8102908301659356, 'latency_mean': 3.7002479147911074, 'latency_p50': 3.682772397994995, 'latency_p90': 4.021931552886962}, {'batch_size': 4, 'throughput': 0.9012863514076612, 'latency_mean': 4.423392094373703, 'latency_p50': 4.422001004219055, 'latency_p90': 5.012937331199646}, {'batch_size': 5, 'throughput': 0.957009305397853, 'latency_mean': 5.207401665449143, 'latency_p50': 5.20285427570343, 'latency_p90': 6.007874774932861}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6b-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-24
win_ratio: 0.49762550881953865
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': ['You:', '\n', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', '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-csfs-v6b-dpo-cosine-v2-mkmlizer
Waiting for job on chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer to finish
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: Downloaded to shared memory in 51.730s
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: Checking if ChaiML/csfs-v6b-dpo_cosine already exists in ChaiML
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy3169ojr, device:0
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: quantized model in 282.712s
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: Processed model ChaiML/csfs-v6b-dpo_cosine in 334.443s
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/config.json
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/tokenizer.json
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-cosine-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer completed after 399.98s with status: succeeded
Stopping job with name chaiml-csfs-v6b-dpo-cosine-v2-mkmlizer
Pipeline stage MKMLizer completed in 400.55s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v6b-dpo-cosine-v2
Waiting for inference service chaiml-csfs-v6b-dpo-cosine-v2 to be ready
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Failed to get response for submission chaiml-csfs-v5-dpo_v5: HTTPConnectionPool(host='chaiml-csfs-v5-dpo-v5-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-csfs-v6b-dpo-cosine-v2 ready after 160.851713180542s
Failed to get response for submission chaiml-csfs-v5-dpo_v5: HTTPConnectionPool(host='chaiml-csfs-v5-dpo-v5-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Pipeline stage MKMLDeployer completed in 169.60s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1592907905578613s
Received healthy response to inference request in 1.9793188571929932s
Received healthy response to inference request in 1.729011058807373s
Received healthy response to inference request in 1.797337532043457s
Received healthy response to inference request in 1.7117397785186768s
5 requests
0 failed requests
5th percentile: 1.715194034576416
10th percentile: 1.7186482906341554
20th percentile: 1.7255568027496337
30th percentile: 1.74267635345459
40th percentile: 1.7700069427490235
50th percentile: 1.797337532043457
60th percentile: 1.8701300621032715
70th percentile: 1.942922592163086
80th percentile: 2.015313243865967
90th percentile: 2.087302017211914
95th percentile: 2.1232964038848876
99th percentile: 2.1520919132232668
mean time: 1.8753396034240724
Pipeline stage StressChecker completed in 10.68s
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 0.63s
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 0.60s
Shutdown handler de-registered
chaiml-csfs-v6b-dpo-cosine_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5621.66s
Shutdown handler de-registered