chaiml-csfs-v6-dpo-cosine

developer_uid: zonemercy
submission_id: chaiml-csfs-v6-dpo-cosine_v2
model_name: test
model_group: ChaiML/csfs-v6-dpo_cosin
status: inactive
timestamp: 2025-11-24T17:45:26+00:00
num_battles: 6073
num_wins: 3116
celo_rating: 1300.79
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6-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': 0.4645923052996032, 'latency_mean': 2.1523044216632843, 'latency_p50': 2.1607495546340942, 'latency_p90': 2.3617433071136475}, {'batch_size': 2, 'throughput': 0.67356539113417, 'latency_mean': 2.965024027824402, 'latency_p50': 2.958823561668396, 'latency_p90': 3.2240712642669678}, {'batch_size': 3, 'throughput': 0.8141739159799195, 'latency_mean': 3.672503106594086, 'latency_p50': 3.6718581914901733, 'latency_p90': 4.1600769519805905}, {'batch_size': 4, 'throughput': 0.9088192660088097, 'latency_mean': 4.3873761522769925, 'latency_p50': 4.395853757858276, 'latency_p90': 5.166632223129272}, {'batch_size': 5, 'throughput': 0.9711979665709292, 'latency_mean': 5.140187673568725, 'latency_p50': 5.1525421142578125, 'latency_p90': 5.907167458534241}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-24
win_ratio: 0.5130907294582578
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': ['User:', '</s>', '\n', 'You:'], '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-v6-dpo-cosine-v2-mkmlizer
Waiting for job on chaiml-csfs-v6-dpo-cosine-v2-mkmlizer to finish
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: Downloaded to shared memory in 53.195s
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: Checking if ChaiML/csfs-v6-dpo_cosine already exists in ChaiML
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwje3qazp, device:0
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: quantized model in 284.831s
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: Processed model ChaiML/csfs-v6-dpo_cosine in 338.026s
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/config.json
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/tokenizer.json
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-cosine-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v6-dpo-cosine-v2-mkmlizer: 
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Job chaiml-csfs-v6-dpo-cosine-v2-mkmlizer completed after 410.16s with status: succeeded
Stopping job with name chaiml-csfs-v6-dpo-cosine-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.67s
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-v6-dpo-cosine-v2
Waiting for inference service chaiml-csfs-v6-dpo-cosine-v2 to be ready
Inference service chaiml-csfs-v6-dpo-cosine-v2 ready after 141.36489915847778s
Pipeline stage MKMLDeployer completed in 141.81s
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 2.189779281616211s
Received healthy response to inference request in 1.8274807929992676s
Received healthy response to inference request in 1.8536126613616943s
Received healthy response to inference request in 2.213071584701538s
5 requests
1 failed requests
5th percentile: 1.832707166671753
10th percentile: 1.8379335403442383
20th percentile: 1.848386287689209
30th percentile: 1.9208459854125977
40th percentile: 2.0553126335144043
50th percentile: 2.189779281616211
60th percentile: 2.199096202850342
70th percentile: 2.2084131240844727
80th percentile: 5.803264522552493
90th percentile: 12.983650398254397
95th percentile: 16.573843336105345
99th percentile: 19.445997686386107
mean time: 5.649596118927002
%s, retrying in %s seconds...
Received healthy response to inference request in 1.776364803314209s
Received healthy response to inference request in 2.6290249824523926s
Received healthy response to inference request in 1.8919589519500732s
Received healthy response to inference request in 1.7770047187805176s
Received healthy response to inference request in 1.9278254508972168s
5 requests
0 failed requests
5th percentile: 1.7764927864074707
10th percentile: 1.7766207695007323
20th percentile: 1.776876735687256
30th percentile: 1.7999955654144286
40th percentile: 1.845977258682251
50th percentile: 1.8919589519500732
60th percentile: 1.9063055515289307
70th percentile: 1.920652151107788
80th percentile: 2.068065357208252
90th percentile: 2.3485451698303224
95th percentile: 2.4887850761413572
99th percentile: 2.6009770011901856
mean time: 2.000435781478882
Pipeline stage StressChecker completed in 41.35s
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 0.62s
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 0.67s
Shutdown handler de-registered
chaiml-csfs-v6-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 4969.69s
Shutdown handler de-registered