rirv938-mistral-24b-dpo-_9538

developer_uid: rirv938

submission_id: rirv938-mistral-24b-dpo-_9538_v1

model_name: rirv938-mistral-24b-dpo-_9538_v1

model_group: rirv938/mistral_24b_dpo_

status: torndown

timestamp: 2025-03-25T17:05:53+00:00

num_battles: 9015

num_wins: 4533

celo_rating: 1284.1

family_friendly_score: 0.44020000000000004

family_friendly_standard_error: 0.007020312813543282

submission_type: basic

model_repo: rirv938/mistral_24b_dpo_kl_10k_beta1_624_v3

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.386137158402431, 'latency_mean': 2.589668506383896, 'latency_p50': 2.5639331340789795, 'latency_p90': 2.884868121147156}, {'batch_size': 3, 'throughput': 0.796882405515197, 'latency_mean': 3.7513610136508944, 'latency_p50': 3.7309725284576416, 'latency_p90': 4.176133823394776}, {'batch_size': 5, 'throughput': 1.0372582675906648, 'latency_mean': 4.780577254295349, 'latency_p50': 4.767556548118591, 'latency_p90': 5.285706377029419}, {'batch_size': 6, 'throughput': 1.1327708654085142, 'latency_mean': 5.2478119194507595, 'latency_p50': 5.261653304100037, 'latency_p90': 5.840061807632446}, {'batch_size': 10, 'throughput': 1.2925194200988634, 'latency_mean': 7.65160832285881, 'latency_p50': 7.6543742418289185, 'latency_p90': 8.501690912246705}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: rirv938-mistral-24b-dpo-_9538_v1

is_internal_developer: True

language_model: rirv938/mistral_24b_dpo_kl_10k_beta1_624_v3

model_size: 24B

ranking_group: single

throughput_3p7s: 0.79

us_pacific_date: 2025-03-25

win_ratio: 0.502828618968386

generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>', '###', 'You:'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '[/INST]{bot_name}:', '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 rirv938-mistral-24b-dpo-9538-v1-mkmlizer
Waiting for job on rirv938-mistral-24b-dpo-9538-v1-mkmlizer to finish
Failed to get response for submission chaiml-exp118-dpo-ftmeg_78741_v2: HTTPConnectionPool(host='chaiml-exp118-dpo-ftmeg-78741-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: quantized model in 67.417s
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: Processed model rirv938/mistral_24b_dpo_kl_10k_beta1_624_v3 in 250.585s
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/config.json
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/special_tokens_map.json
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/tokenizer_config.json
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/tokenizer.json
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/flywheel_model.1.safetensors
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-9538-v1/flywheel_model.0.safetensors
rirv938-mistral-24b-dpo-9538-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 3/363 [00:00<00:12, 28.43it/s]
Loading 0:   2%|▏         | 6/363 [00:00<00:27, 13.19it/s]
Loading 0:   3%|▎         | 10/363 [00:00<00:18, 19.59it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:26, 13.14it/s]
Loading 0:   4%|▍         | 15/363 [00:01<00:32, 10.56it/s]
Loading 0:   5%|▌         | 19/363 [00:01<00:22, 14.96it/s]
Loading 0:   6%|▌         | 22/363 [00:01<00:23, 14.60it/s]
Loading 0:   7%|▋         | 24/363 [00:01<00:24, 13.74it/s]
Loading 0:   8%|▊         | 28/363 [00:01<00:18, 18.01it/s]
Loading 0:   9%|▉         | 32/363 [00:01<00:15, 21.66it/s]
Loading 0:  10%|▉         | 35/363 [00:02<00:23, 14.15it/s]
Loading 0:  10%|█         | 38/363 [00:02<00:22, 14.69it/s]
Loading 0:  11%|█         | 40/363 [00:02<00:24, 13.00it/s]
Loading 0:  12%|█▏        | 42/363 [00:02<00:25, 12.51it/s]
Loading 0:  13%|█▎        | 46/363 [00:03<00:19, 16.34it/s]
Loading 0:  14%|█▍        | 50/363 [00:03<00:15, 19.93it/s]
Loading 0:  15%|█▍        | 53/363 [00:03<00:22, 13.79it/s]
Loading 0:  15%|█▌        | 55/363 [00:03<00:23, 12.88it/s]
Loading 0:  16%|█▌        | 57/363 [00:03<00:22, 13.76it/s]
Loading 0:  16%|█▋        | 59/363 [00:04<00:27, 11.19it/s]
Loading 0:  18%|█▊        | 64/363 [00:04<00:18, 16.47it/s]
Loading 0:  19%|█▊        | 68/363 [00:04<00:15, 18.53it/s]
Loading 0:  20%|█▉        | 71/363 [00:04<00:22, 12.97it/s]
Loading 0:  20%|██        | 73/363 [00:05<00:22, 12.62it/s]
Loading 0:  21%|██        | 75/363 [00:05<00:21, 13.64it/s]
Loading 0:  21%|██        | 77/363 [00:05<00:25, 11.23it/s]
Loading 0:  23%|██▎       | 82/363 [00:05<00:16, 16.56it/s]
Loading 0:  24%|██▎       | 86/363 [00:05<00:14, 19.75it/s]
Loading 0:  25%|██▍       | 89/363 [00:06<00:19, 13.96it/s]
Loading 0:  25%|██▌       | 91/363 [00:06<00:20, 13.13it/s]
Loading 0:  26%|██▌       | 95/363 [00:06<00:16, 16.71it/s]
Loading 0:  27%|██▋       | 99/363 [00:06<00:13, 19.66it/s]
Loading 0:  28%|██▊       | 102/363 [00:06<00:14, 18.20it/s]
Loading 0:  29%|██▉       | 105/363 [00:07<00:18, 13.95it/s]
Loading 0:  29%|██▉       | 107/363 [00:07<00:19, 12.81it/s]
Loading 0:  30%|███       | 109/363 [00:07<00:20, 12.35it/s]
Loading 0:  31%|███       | 111/363 [00:07<00:18, 13.30it/s]
Loading 0:  31%|███       | 113/363 [00:07<00:22, 10.99it/s]
Loading 0:  33%|███▎      | 118/363 [00:07<00:14, 17.29it/s]
Loading 0:  34%|███▎      | 122/363 [00:08<00:11, 21.24it/s]
Loading 0:  34%|███▍      | 125/363 [00:08<00:15, 14.95it/s]
Loading 0:  35%|███▌      | 128/363 [00:08<00:14, 15.72it/s]
Loading 0:  36%|███▌      | 131/363 [00:08<00:18, 12.21it/s]
Loading 0:  37%|███▋      | 136/363 [00:09<00:13, 16.91it/s]
Loading 0:  39%|███▊      | 140/363 [00:09<00:11, 19.88it/s]
Loading 0:  39%|███▉      | 143/363 [00:09<00:15, 14.29it/s]
Loading 0:  40%|████      | 146/363 [00:09<00:14, 14.64it/s]
Loading 0:  41%|████      | 148/363 [00:10<00:16, 13.14it/s]
Loading 0:  41%|████▏     | 150/363 [00:10<00:17, 12.07it/s]
Loading 0:  42%|████▏     | 154/363 [00:10<00:13, 16.03it/s]
Loading 0:  44%|████▎     | 158/363 [00:10<00:10, 19.70it/s]
Loading 0:  44%|████▍     | 161/363 [00:10<00:14, 14.19it/s]
Loading 0:  45%|████▍     | 163/363 [00:11<00:14, 13.50it/s]
Loading 0:  45%|████▌     | 165/363 [00:11<00:13, 14.29it/s]
Loading 0:  46%|████▌     | 167/363 [00:11<00:17, 11.50it/s]
Loading 0:  47%|████▋     | 172/363 [00:11<00:11, 17.22it/s]
Loading 0:  48%|████▊     | 176/363 [00:11<00:09, 20.68it/s]
Loading 0:  49%|████▉     | 179/363 [00:12<00:12, 14.66it/s]
Loading 0:  50%|█████     | 182/363 [00:12<00:12, 15.08it/s]
Loading 0:  51%|█████     | 184/363 [00:12<00:13, 13.39it/s]
Loading 0:  51%|█████     | 186/363 [00:12<00:13, 12.72it/s]
Loading 0:  52%|█████▏    | 190/363 [00:12<00:10, 16.56it/s]
Loading 0:  53%|█████▎    | 194/363 [00:12<00:08, 20.13it/s]
Loading 0:  54%|█████▍    | 197/363 [00:13<00:11, 14.21it/s]
Loading 0:  55%|█████▍    | 199/363 [00:13<00:12, 13.50it/s]
Loading 0:  55%|█████▌    | 201/363 [00:29<05:02,  1.87s/it]
Loading 0:  56%|█████▌    | 203/363 [00:29<03:50,  1.44s/it]
Loading 0:  57%|█████▋    | 207/363 [00:29<02:13,  1.17it/s]
Loading 0:  58%|█████▊    | 210/363 [00:29<01:33,  1.64it/s]
Loading 0:  59%|█████▊    | 213/363 [00:29<01:08,  2.20it/s]
Loading 0:  59%|█████▉    | 215/363 [00:30<00:55,  2.67it/s]
Loading 0:  60%|█████▉    | 217/363 [00:30<00:44,  3.27it/s]
Loading 0:  60%|██████    | 219/363 [00:30<00:34,  4.15it/s]
Loading 0:  61%|██████    | 221/363 [00:30<00:30,  4.66it/s]
Loading 0:  62%|██████▏   | 226/363 [00:30<00:16,  8.23it/s]
Loading 0:  63%|██████▎   | 230/363 [00:30<00:11, 11.23it/s]
Loading 0:  64%|██████▍   | 233/363 [00:31<00:12, 10.23it/s]
Loading 0:  65%|██████▍   | 235/363 [00:31<00:12, 10.38it/s]
Loading 0:  65%|██████▌   | 237/363 [00:31<00:10, 11.50it/s]
Loading 0:  66%|██████▌   | 239/363 [00:31<00:12, 10.00it/s]
Loading 0:  67%|██████▋   | 244/363 [00:32<00:07, 15.51it/s]
Loading 0:  68%|██████▊   | 248/363 [00:32<00:06, 19.01it/s]
Loading 0:  69%|██████▉   | 251/363 [00:32<00:07, 14.02it/s]
Loading 0:  70%|██████▉   | 254/363 [00:32<00:07, 14.48it/s]
Loading 0:  71%|███████   | 256/363 [00:32<00:08, 12.91it/s]
Loading 0:  71%|███████   | 258/363 [00:33<00:08, 12.40it/s]
Loading 0:  72%|███████▏  | 262/363 [00:33<00:06, 16.45it/s]
Loading 0:  73%|███████▎  | 266/363 [00:33<00:04, 20.05it/s]
Loading 0:  74%|███████▍  | 269/363 [00:33<00:06, 14.19it/s]
Loading 0:  75%|███████▍  | 271/363 [00:33<00:06, 13.42it/s]
Loading 0:  75%|███████▌  | 273/363 [00:34<00:06, 14.20it/s]
Loading 0:  76%|███████▌  | 275/363 [00:34<00:07, 11.41it/s]
Loading 0:  77%|███████▋  | 280/363 [00:34<00:04, 17.23it/s]
Loading 0:  78%|███████▊  | 284/363 [00:34<00:03, 20.75it/s]
Loading 0:  79%|███████▉  | 287/363 [00:34<00:05, 14.62it/s]
Loading 0:  80%|███████▉  | 290/363 [00:35<00:04, 15.14it/s]
Loading 0:  80%|████████  | 292/363 [00:35<00:05, 13.38it/s]
Loading 0:  81%|████████  | 294/363 [00:35<00:05, 12.82it/s]
Loading 0:  82%|████████▏ | 298/363 [00:35<00:03, 16.94it/s]
Loading 0:  83%|████████▎ | 302/363 [00:35<00:02, 20.75it/s]
Loading 0:  84%|████████▍ | 305/363 [00:36<00:03, 14.80it/s]
Loading 0:  85%|████████▍ | 307/363 [00:36<00:04, 13.73it/s]
Loading 0:  85%|████████▌ | 309/363 [00:36<00:03, 14.51it/s]
Loading 0:  86%|████████▌ | 311/363 [00:36<00:04, 11.45it/s]
Loading 0:  87%|████████▋ | 316/363 [00:36<00:02, 17.28it/s]
Loading 0:  88%|████████▊ | 320/363 [00:36<00:02, 20.87it/s]
Loading 0:  89%|████████▉ | 323/363 [00:37<00:02, 14.60it/s]
Loading 0:  90%|████████▉ | 326/363 [00:37<00:02, 15.20it/s]
Loading 0:  90%|█████████ | 328/363 [00:37<00:02, 13.25it/s]
Loading 0:  91%|█████████ | 330/363 [00:37<00:02, 12.51it/s]
Loading 0:  92%|█████████▏| 334/363 [00:37<00:01, 16.49it/s]
Loading 0:  93%|█████████▎| 338/363 [00:38<00:01, 19.83it/s]
Loading 0:  94%|█████████▍| 341/363 [00:38<00:01, 14.10it/s]
Loading 0:  94%|█████████▍| 343/363 [00:38<00:01, 13.23it/s]
Loading 0:  95%|█████████▌| 345/363 [00:38<00:01, 13.87it/s]
Loading 0:  96%|█████████▌| 347/363 [00:39<00:01, 10.96it/s]
Loading 0:  97%|█████████▋| 352/363 [00:39<00:00, 16.67it/s]
Loading 0:  98%|█████████▊| 356/363 [00:39<00:00, 20.13it/s]
Loading 0:  99%|█████████▉| 359/363 [00:46<00:02,  1.42it/s]
Loading 0:  99%|█████████▉| 361/363 [00:47<00:01,  1.68it/s]
                                                            
Job rirv938-mistral-24b-dpo-9538-v1-mkmlizer completed after 286.72s with status: succeeded
Stopping job with name rirv938-mistral-24b-dpo-9538-v1-mkmlizer
Pipeline stage MKMLizer completed in 287.15s
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 rirv938-mistral-24b-dpo-9538-v1
Waiting for inference service rirv938-mistral-24b-dpo-9538-v1 to be ready
Inference service rirv938-mistral-24b-dpo-9538-v1 ready after 100.47238492965698s
Pipeline stage MKMLDeployer completed in 100.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.2454562187194824s
Received healthy response to inference request in 2.825063705444336s
Received healthy response to inference request in 2.8825979232788086s
Received healthy response to inference request in 2.470426559448242s
Received healthy response to inference request in 2.430162191390991s
5 requests
0 failed requests
5th percentile: 2.4382150650024412
10th percentile: 2.4462679386138917
20th percentile: 2.462373685836792
30th percentile: 2.5413539886474608
40th percentile: 2.6832088470458983
50th percentile: 2.825063705444336
60th percentile: 2.848077392578125
70th percentile: 2.8710910797119142
80th percentile: 2.9551695823669433
90th percentile: 3.100312900543213
95th percentile: 3.1728845596313477
99th percentile: 3.2309418869018556
mean time: 2.770741319656372
Pipeline stage StressChecker completed in 15.11s
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 0.85s
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 0.75s
Shutdown handler de-registered
rirv938-mistral-24b-dpo-_9538_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3040.08s
Shutdown handler de-registered
rirv938-mistral-24b-dpo-_9538_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-mistral-24b-dpo-_9538_v1 status is now torndown due to DeploymentManager action

ChatRequest

Bot Name

Generation Params

Prompt Formatter

ChatMessage 1

Sender

Message

User Message