developer_uid: NischayDnk
submission_id: chaiml-qwen25-14b-ft-sf_35028_v1
model_name: chaiml-qwen25-14b-ft-sf_35028_v1
model_group: ChaiML/qwen25-14B-ft-sft
status: inactive
timestamp: 2025-04-04T22:17:49+00:00
num_battles: 10506
num_wins: 5356
celo_rating: 1291.85
family_friendly_score: 0.5552
family_friendly_standard_error: 0.007027844050631744
submission_type: basic
model_repo: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14769689600.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.46736184383869406, 'latency_mean': 2.139599041938782, 'latency_p50': 2.132616877555847, 'latency_p90': 2.355315375328064}, {'batch_size': 3, 'throughput': 0.8614047742308256, 'latency_mean': 3.477632769346237, 'latency_p50': 3.4920921325683594, 'latency_p90': 3.8020168781280517}, {'batch_size': 5, 'throughput': 1.04457376783722, 'latency_mean': 4.7701203620433805, 'latency_p50': 4.767258524894714, 'latency_p90': 5.347749853134155}, {'batch_size': 6, 'throughput': 1.1027721175519356, 'latency_mean': 5.410544728040695, 'latency_p50': 5.402799367904663, 'latency_p90': 6.041103267669677}, {'batch_size': 10, 'throughput': 1.1852473823522995, 'latency_mean': 8.368582493066787, 'latency_p50': 8.313409924507141, 'latency_p90': 9.467957234382629}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-qwen25-14b-ft-sf_35028_v1
is_internal_developer: True
language_model: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_size: 15B
ranking_group: single
throughput_3p7s: 0.9
us_pacific_date: 2025-04-04
win_ratio: 0.5098039215686274
generation_params: {'temperature': 0.75, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
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-qwen25-14b-ft-sf-35028-v1-mkmlizer
Waiting for job on chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer to finish
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: Downloaded to shared memory in 53.610s
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcyjxnb7u, device:0
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: quantized model in 36.614s
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: Processed model ChaiML/qwen25-14B-ft-sft-exp2-del12k in 90.224s
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/added_tokens.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/tokenizer_config.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/special_tokens_map.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/config.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/merges.txt
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/vocab.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/tokenizer.json
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v1/flywheel_model.0.safetensors
chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer: 
Loading 0:   0%|          | 0/579 [00:00<?, ?it/s]
Loading 0:   3%|▎         | 15/579 [00:00<00:04, 132.84it/s]
Loading 0:   5%|▌         | 29/579 [00:00<00:04, 121.97it/s]
Loading 0:   8%|▊         | 49/579 [00:00<00:03, 153.82it/s]
Loading 0:  11%|█         | 65/579 [00:00<00:03, 132.06it/s]
Loading 0:  14%|█▍        | 81/579 [00:00<00:05, 92.60it/s] 
Loading 0:  16%|█▌        | 94/579 [00:00<00:04, 99.60it/s]
Loading 0:  18%|█▊        | 107/579 [00:00<00:04, 105.69it/s]
Loading 0:  21%|██        | 120/579 [00:01<00:04, 110.50it/s]
Loading 0:  24%|██▍       | 138/579 [00:01<00:03, 127.03it/s]
Loading 0:  27%|██▋       | 154/579 [00:01<00:03, 134.38it/s]
Loading 0:  29%|██▉       | 169/579 [00:01<00:03, 129.43it/s]
Loading 0:  32%|███▏      | 186/579 [00:01<00:02, 139.57it/s]
Loading 0:  35%|███▍      | 201/579 [00:01<00:04, 86.66it/s] 
Loading 0:  38%|███▊      | 219/579 [00:01<00:03, 102.65it/s]
Loading 0:  40%|████      | 232/579 [00:02<00:03, 107.40it/s]
Loading 0:  42%|████▏     | 245/579 [00:02<00:02, 111.57it/s]
Loading 0:  46%|████▌     | 265/579 [00:02<00:02, 132.90it/s]
Loading 0:  48%|████▊     | 280/579 [00:02<00:02, 130.02it/s]
Loading 0:  51%|█████▏    | 297/579 [00:02<00:02, 101.79it/s]
Loading 0:  53%|█████▎    | 309/579 [00:02<00:02, 96.86it/s] 
Loading 0:  56%|█████▋    | 327/579 [00:02<00:02, 110.62it/s]
Loading 0:  59%|█████▊    | 340/579 [00:02<00:02, 112.60it/s]
Loading 0:  61%|██████    | 353/579 [00:03<00:01, 115.60it/s]
Loading 0:  64%|██████▍   | 371/579 [00:03<00:01, 130.38it/s]
Loading 0:  67%|██████▋   | 387/579 [00:03<00:01, 135.74it/s]
Loading 0:  70%|██████▉   | 405/579 [00:03<00:01, 99.83it/s] 
Loading 0:  72%|███████▏  | 417/579 [00:03<00:01, 96.54it/s]
Loading 0:  75%|███████▌  | 435/579 [00:03<00:01, 111.33it/s]
Loading 0:  77%|███████▋  | 448/579 [00:03<00:01, 113.44it/s]
Loading 0:  80%|███████▉  | 462/579 [00:04<00:00, 119.72it/s]
Loading 0:  83%|████████▎ | 483/579 [00:04<00:00, 136.10it/s]
Loading 0:  86%|████████▌ | 498/579 [00:04<00:00, 131.59it/s]
Loading 0:  88%|████████▊ | 512/579 [00:22<00:00, 131.59it/s]
Loading 0:  89%|████████▊ | 513/579 [00:25<00:27,  2.40it/s] 
Loading 0:  90%|████████▉ | 521/579 [00:26<00:19,  2.90it/s]
Loading 0:  92%|█████████▏| 534/579 [00:26<00:11,  4.07it/s]
Loading 0:  96%|█████████▌| 553/579 [00:26<00:04,  6.47it/s]
Loading 0:  98%|█████████▊| 568/579 [00:26<00:01,  9.06it/s]
                                                            

Job chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer completed after 114.55s with status: succeeded
Stopping job with name chaiml-qwen25-14b-ft-sf-35028-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.02s
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-qwen25-14b-ft-sf-35028-v1
Waiting for inference service chaiml-qwen25-14b-ft-sf-35028-v1 to be ready
Inference service chaiml-qwen25-14b-ft-sf-35028-v1 ready after 110.4258508682251s
Pipeline stage MKMLDeployer completed in 110.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.583526134490967s
Received healthy response to inference request in 2.0697226524353027s
Received healthy response to inference request in 1.9455151557922363s
Received healthy response to inference request in 1.9039504528045654s
Received healthy response to inference request in 1.9527971744537354s
5 requests
0 failed requests
5th percentile: 1.9122633934020996
10th percentile: 1.9205763339996338
20th percentile: 1.9372022151947021
30th percentile: 1.946971559524536
40th percentile: 1.9498843669891357
50th percentile: 1.9527971744537354
60th percentile: 1.9995673656463624
70th percentile: 2.0463375568389894
80th percentile: 2.1724833488464355
90th percentile: 2.3780047416687013
95th percentile: 2.480765438079834
99th percentile: 2.5629739952087403
mean time: 2.0911023139953615
Pipeline stage StressChecker completed in 11.87s
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 0.80s
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 0.65s
Shutdown handler de-registered
chaiml-qwen25-14b-ft-sf_35028_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-qwen25-14b-ft-sf-35028-v1-profiler
Waiting for inference service chaiml-qwen25-14b-ft-sf-35028-v1-profiler to be ready
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 4922.87s
Shutdown handler de-registered
chaiml-qwen25-14b-ft-sf_35028_v1 status is now inactive due to auto deactivation removed underperforming models
ChatRequest
Generation Params
Prompt Formatter
Chat History
ChatMessage 1