From 68d3be9a8436de2bddd2972e0827d9e1161c5895 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 18 Jul 2026 17:31:01 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: laion/ablation-pymethods2test-shaped-45-8B Source: Original Platform --- .gitattributes | 42 + README.md | 34 + added_tokens.json | 28 + chat_template.jinja | 89 + config.json | 68 + generation_config.json | 12 + merges.txt | 151388 +++++++++++++++ model-00001-of-00004.safetensors | 3 + model-00002-of-00004.safetensors | 3 + model-00003-of-00004.safetensors | 3 + model-00004-of-00004.safetensors | 3 + model.safetensors.index.json | 407 + rl_config.json | 157 + special_tokens_map.json | 31 + tokenizer.json | 3 + tokenizer_config.json | 240 + .../20260612_220132_metrics_job_628823.csv | 28 + .../20260612_220132_metrics_job_628824.csv | 28 + .../20260612_220132_metrics_job_628825.csv | 11 + .../20260612_220132_metrics_job_628826.csv | 19 + .../20260612_220132_metrics_report.md | 392 + .../20260612_220132_metrics_table.csv | 83 + .../20260612_220132_reward_vs_steps.png | 3 + .../20260612_220132_trial_results.csv | 44410 +++++ ...0260612_220132_turn_count_distribution.png | 3 + ...0260612_220132_vllm_metrics_job_628823.csv | 8494 + ...0260612_220132_vllm_metrics_job_628824.csv | 8512 + ...0260612_220132_vllm_metrics_job_628825.csv | 8512 + ...0260612_220132_vllm_metrics_job_628826.csv | 6508 + .../20260612_220132_vllm_metrics_table.csv | 32023 +++ .../ablation-pymethods2test-shaped_628823.out | 3 + .../ablation-pymethods2test-shaped_628824.out | 3 + .../ablation-pymethods2test-shaped_628825.out | 3 + .../ablation-pymethods2test-shaped_628826.out | 3 + vocab.json | 1 + 35 files changed, 261550 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 merges.txt create mode 100644 model-00001-of-00004.safetensors create mode 100644 model-00002-of-00004.safetensors create mode 100644 model-00003-of-00004.safetensors create mode 100644 model-00004-of-00004.safetensors create mode 100644 model.safetensors.index.json create mode 100644 rl_config.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 training_logs/20260612_220132_metrics_job_628823.csv create mode 100644 training_logs/20260612_220132_metrics_job_628824.csv create mode 100644 training_logs/20260612_220132_metrics_job_628825.csv create mode 100644 training_logs/20260612_220132_metrics_job_628826.csv create mode 100644 training_logs/20260612_220132_metrics_report.md create mode 100644 training_logs/20260612_220132_metrics_table.csv create mode 100644 training_logs/20260612_220132_reward_vs_steps.png create mode 100644 training_logs/20260612_220132_trial_results.csv create mode 100644 training_logs/20260612_220132_turn_count_distribution.png create mode 100644 training_logs/20260612_220132_vllm_metrics_job_628823.csv create mode 100644 training_logs/20260612_220132_vllm_metrics_job_628824.csv create mode 100644 training_logs/20260612_220132_vllm_metrics_job_628825.csv create mode 100644 training_logs/20260612_220132_vllm_metrics_job_628826.csv create mode 100644 training_logs/20260612_220132_vllm_metrics_table.csv create mode 100644 training_logs/ablation-pymethods2test-shaped_628823.out create mode 100644 training_logs/ablation-pymethods2test-shaped_628824.out create mode 100644 training_logs/ablation-pymethods2test-shaped_628825.out create mode 100644 training_logs/ablation-pymethods2test-shaped_628826.out create mode 100644 vocab.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d3f3b85 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,42 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +training_logs/ablation-pymethods2test-shaped_628823.out filter=lfs diff=lfs merge=lfs -text +training_logs/ablation-pymethods2test-shaped_628824.out filter=lfs diff=lfs merge=lfs -text +training_logs/ablation-pymethods2test-shaped_628825.out filter=lfs diff=lfs merge=lfs -text +training_logs/ablation-pymethods2test-shaped_628826.out filter=lfs diff=lfs merge=lfs -text +training_logs/20260612_220132_reward_vs_steps.png filter=lfs diff=lfs merge=lfs -text +training_logs/20260612_220132_turn_count_distribution.png filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..d20286d --- /dev/null +++ b/README.md @@ -0,0 +1,34 @@ +--- +base_model: laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink +tags: +- rl +- skyrl +- agentic +- swe +library_name: transformers +--- + +# ablation-pymethods2test-shaped-45-8B + +RL (SkyRL GRPO) checkpoint from the **shaped-reward ablation** of the a3-successor +study. Reward = shaped pass-ratio (fraction of tests passing, `reward_shaper=pass_ratio`), +as opposed to the binary all-tests-pass reward of the a3 series. + +- **Base model:** [laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink](https://huggingface.co/laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink) (a Qwen3-8B SFT) +- **Training dataset:** [DCAgent/exp_rpt_pymethods2test-large](https://huggingface.co/datasets/DCAgent/exp_rpt_pymethods2test-large) +- **Checkpoint:** `global_step_45`, selected as the best checkpoint by **EMA + (alpha=1/3, trailing-5 window) of `reward/avg_raw_reward`** computed across + the full 80-step training chain (EMA = 0.4712 at step 45). +- **Training:** 80 steps total, `hf_save_interval=5`, 14x GH200 nodes on JSC Jupiter. + +The `rl_config.json` in this repo is the exact launch config used for reproducibility. + +## Training Traces + +Training-time Daytona/Harbor rollouts for this run are uploaded as +a companion dataset: +**[penfever/ablation-pymethods2test-shaped](https://huggingface.co/datasets/penfever/ablation-pymethods2test-shaped)** + +The dataset contains the `last` episode of each trial (per +`make_and_upload_trace_dataset --episodes last`) — the same rollouts +the policy was trained on after rollback / truncation. diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..b54f913 --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,28 @@ +{ + "": 151668, + "": 151658, + "": 151666, + "": 151667, + "": 151657, + "": 151665, + "<|box_end|>": 151649, + "<|box_start|>": 151648, + "<|endoftext|>": 151643, + "<|file_sep|>": 151664, + "<|fim_middle|>": 151660, + "<|fim_pad|>": 151662, + "<|fim_prefix|>": 151659, + "<|fim_suffix|>": 151661, + "<|im_end|>": 151645, + "<|im_start|>": 151644, + "<|image_pad|>": 151655, + "<|object_ref_end|>": 151647, + "<|object_ref_start|>": 151646, + "<|quad_end|>": 151651, + "<|quad_start|>": 151650, + "<|repo_name|>": 151663, + "<|video_pad|>": 151656, + "<|vision_end|>": 151653, + "<|vision_pad|>": 151654, + "<|vision_start|>": 151652 +} diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..01be9b3 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,89 @@ +{%- if tools %} + {{- '<|im_start|>system\n' }} + {%- if messages[0].role == 'system' %} + {{- messages[0].content + '\n\n' }} + {%- endif %} + {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }} +{%- else %} + {%- if messages[0].role == 'system' %} + {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }} + {%- endif %} +{%- endif %} +{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} +{%- for message in messages[::-1] %} + {%- set index = (messages|length - 1) - loop.index0 %} + {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('') and message.content.endswith('')) %} + {%- set ns.multi_step_tool = false %} + {%- set ns.last_query_index = index %} + {%- endif %} +{%- endfor %} +{%- for message in messages %} + {%- if message.content is string %} + {%- set content = message.content %} + {%- else %} + {%- set content = '' %} + {%- endif %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} + {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }} + {%- elif message.role == "assistant" %} + {%- set reasoning_content = '' %} + {%- if message.reasoning_content is string %} + {%- set reasoning_content = message.reasoning_content %} + {%- else %} + {%- if '' in content %} + {%- set reasoning_content = content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %} + {%- set content = content.split('')[-1].lstrip('\n') %} + {%- endif %} + {%- endif %} + {%- if loop.index0 > ns.last_query_index %} + {%- if loop.last or (not loop.last and reasoning_content) %} + {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- if message.tool_calls %} + {%- for tool_call in message.tool_calls %} + {%- if (loop.first and content) or (not loop.first) %} + {{- '\n' }} + {%- endif %} + {%- if tool_call.function %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- '\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '}\n' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\n' }} + {{- content }} + {{- '\n' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|>\n' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant\n' }} + {%- if enable_thinking is defined and enable_thinking is false %} + {{- '\n\n\n\n' }} + {%- endif %} +{%- endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..59b4193 --- /dev/null +++ b/config.json @@ -0,0 +1,68 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "dtype": "bfloat16", + "eos_token_id": 151645, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 12288, + "layer_types": [ + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention" + ], + "max_position_embeddings": 40960, + "max_window_layers": 36, + "model_type": "qwen3", + "num_attention_heads": 32, + "num_hidden_layers": 36, + "num_key_value_heads": 8, + "pad_token_id": 151643, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 1000000, + "sliding_window": null, + "tie_word_embeddings": false, + "transformers_version": "4.57.6", + "use_cache": false, + "use_sliding_window": false, + "vocab_size": 151936 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..9adbb28 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,12 @@ +{ + "do_sample": true, + "eos_token_id": [ + 151645, + 151643 + ], + "pad_token_id": 151643, + "temperature": 0.6, + "top_k": 20, + "top_p": 0.95, + "transformers_version": "4.57.6" +} diff --git a/merges.txt b/merges.txt new file mode 100644 index 0000000..3134955 --- /dev/null +++ b/merges.txt @@ -0,0 +1,151388 @@ +#version: 0.2 +Ġ Ġ +ĠĠ ĠĠ +i n +Ġ t +ĠĠĠĠ ĠĠĠĠ +e r +ĠĠ Ġ +o n +Ġ a +r e +a t +s t +e n +o r +Ġt h +Ċ Ċ +Ġ c +l e +Ġ s +i t +a n +a r +a l +Ġth e +; Ċ +Ġ p +Ġ f +o u +Ġ = +i s +ĠĠĠĠ ĠĠĠ +in g +e s +Ġ w +i on +e d +i c +Ġ b +Ġ d +e t +Ġ m +Ġ o +ĉ ĉ +r o +a s +e l +c t +n d +Ġ in +Ġ h +en t +i d +Ġ n +a m +ĠĠĠĠĠĠĠĠ ĠĠĠ +Ġt o +Ġ re +- - +Ġ { +Ġo f +o m +) ;Ċ +i m +č Ċ +Ġ ( +i l +/ / +Ġa nd +u r +s e +Ġ l +e x +Ġ S +a d +Ġ " +c h +u t +i f +* * +Ġ } +e m +o l +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ +t h +) Ċ +Ġ{ Ċ +Ġ g +i g +i v +, Ċ +c e +o d +Ġ v +at e +Ġ T +a g +a y +Ġ * +o t +u s +Ġ C +Ġ st +Ġ I +u n +u l +u e +Ġ A +o w +Ġ ' +e w +Ġ < +at ion +( ) +Ġf or +a b +or t +u m +am e +Ġ is +p e +t r +c k +â Ģ +Ġ y +i st +-- -- +. ĊĊ +h e +Ġ e +l o +Ġ M +Ġb e +er s +Ġ on +Ġc on +a p +u b +Ġ P +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ +as s +in t +> Ċ +l y +ur n +Ġ $ +; ĊĊ +a v +p ort +i r +- > +n t +ct ion +en d +Ġd e +it h +ou t +t urn +ou r +ĠĠĠĠ Ġ +l ic +re s +p t += = +Ġth is +Ġw h +Ġ if +Ġ D +v er +ag e +Ġ B +h t +ex t += " +Ġth at +** ** +Ġ R +Ġ it +es s +Ġ F +Ġ r +o s +an d +Ġa s +e ct +k e +ro m +Ġ // +c on +Ġ L +( " +q u +l ass +Ġw ith +i z +d e +Ġ N +Ġa l +o p +u p +g et +Ġ} Ċ +i le +Ġa n +at a +o re +r i +Ġp ro +; čĊ +ĉĉ ĉĉ +t er +a in +Ġ W +Ġ E +Ġc om +Ġre turn +ar t +Ġ H +a ck +im port +ub lic +Ġ or +e st +m ent +Ġ G +ab le +Ġ - +in e +il l +in d +er e +: : +it y +Ġ + +Ġt r +el f +ig ht +( ' +or m +ul t +st r +. . +" , +Ġy ou +y pe +p l +Ġn ew +Ġ j +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ +Ġf rom +Ġ ex +Ġ O +l d +Ġ [ +o c +: Ċ +Ġs e +Ġ le +---- ---- +. s +{ Ċ +' , +an t +Ġa t +as e +. c +Ġc h +< / +av e +an g +Ġa re +Ġin t +âĢ Ļ +_ t +er t +i al +a ct +} Ċ +iv e +od e +o st +Ġc lass +Ġn ot +o g +or d +al ue +al l +f f +( );Ċ +on t +im e +a re +Ġ U +Ġp r +Ġ : +i es +iz e +u re +Ġb y +i re +Ġ} ĊĊ +. p +Ġs h +ic e +a st +pt ion +tr ing +o k +_ _ +c l +# # +Ġh e +ar d +) . +Ġ @ +i ew +ĉĉ ĉ +Ġw as +i p +th is +Ġ u +ĠT he +id e +a ce +i b +a c +r ou +Ġw e +j ect +Ġp ublic +a k +v e +at h +o id +Ġ= > +u st +q ue +Ġre s +) ) +' s +Ġ k +an s +y st +un ction +**** **** +Ġ i +Ġ us +p p +on e +a il +== == +n ame +Ġst r +Ġ / +Ġ & +a ch +d iv +yst em +el l +Ġh ave +er r +ou ld +ul l +p on +Ġ J +_ p +Ġ= = +ig n +S t +. 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+ÙĬ ج +íĴ Ī +à¸ŀ à¸ļ +ห ัว +з на +ר ק +à¹Ĥ ร +Ġ×ij ס +ĠBaÅŁ kan +ĠëĶ ° +à¸Ń ัà¸Ļ +ีà¹Īย ว +н еÑģ +à¹Ģà¸Ķ ิà¸Ļ +ÙĬ اÙĨ +×ķ׾ ×Ļ +ا خت +צ ×ķת +ãģĵ ãģĵ +ĠاÙĦ اÙĨ +ĠпÑĢо ÑĨ +ãģ¾ ãģł +׼ ס +ĠاÙĦ Ø¢ +ÙĬ ز +ĠاÙĦد ÙĪÙĦ +Ġíķĺ ëĤĺ +ض ع +ê» ĺ +ÅĽ wi +ย ิ +ãģ¡ãĤĥ ãĤĵ +ĠÙħ Ø´ +à¸ĺ ี +ãģ¨ ãģį +׳×Ļ ×ķת +Ġë ¯ +Ġë¯ ¸ +Ġs ı +ëĭĪ ê¹Į +Ġп л +غ ÙĦ +à¹ģ รà¸ĩ +ب ÙĬر +ãģĤãĤĬ ãģ¾ãģĽãĤĵ +ê· ¼ +Ġy üz +ĠdeÄŁ er +åł´ åIJĪ +á» ¡ +м аÑĤ +รา à¸Ĭ +ÙĪر ÙĬ +ж ен +ãģ¾ ãĤĬ +ãģ® ä¸Ń +×Ļ×ĵ ×¢ +à¸Ń ุ +à¸ļ à¸Ńล +à¸Ľà¸±à¸į หา +ز Ùħ +ÄŁ a +à¸Ń ืà¹Ī +à¸Ńืà¹Ī à¸Ļ +п л +Ġне обÑħодим +׼ ×ij +à¹Ģ ศ +קר ×Ķ +ì² ĺ +ëł ¨ +×ŀק ×ķ×Ŀ +jÄħ c +Ùĩ ÙĦ +Ġ×¢ ×ij×ķ×ĵ +à¹Ħม à¹ī +à¸ģล ัà¸ļ +×ķ׼ ׾ +ק ×ĵ +اÙĦ ÙĬØ© +ر Ùĩ +ãģij ãĤĮãģ° +ĠÙĨ Ùģس +ãĤ¢ ãĥ« +ìĹ Īëĭ¤ +ק ×ķר +н еÑĢ +ب اب +ãĤ ¶ +سب ب +ÙĦ ÙĬÙĦ +ص ÙĨ +ص در +ế m +à¸Ĭà¹Īว à¸ĩ +ØŃ ÙĨ +Ġ×ij ×Ĵ +×ŀ ×ķ×¢ +׾ ×Ĺ +大 ãģį +ت ب +н еÑĤ +×Ļ×ij ×Ķ +б л +ãĥĹ ãĥª +اص Ø© +ãģ¤ ãģij +×Ļ×ŀ ×ķש +ãģĮ ãģĤ +ëĭ ´ +ãģĭãĤĤ ãģĹ +ãģĭãĤĤãģĹ ãĤĮ +ãģ¡ ãĤī +×ij ×ĺ +Ġba ÄŁ +×Ļ×Ĺ ×¡ +×ij ×ķ×¢ +ล ี +פע ×Ļ׾ +им и +g ÅĤ +Ġим е +خد اÙħ +×IJ ×Ļר +Ġy apt +ãģ¨ ãģĦ +à¸ĩ à¹Īาย +׾×Ļ ×ķ +ØŃد Ø« +را ÙĤ +ĠÄIJ i +اد ر +ãģĵãģ¨ ãĤĤ +×ij ×Ļר +Ġв з +ض اÙģ +ת ×ķ׼ +ÑĢ ом +ر ات +à¹Ģà¸Ĺ à¹Īา +ãģĺ ãĤĥ +ãģĿ ãģĵ +اج تÙħاع +à¹īà¸Ń à¸Ļ +ÙĤ Ùħ +ë³ ¸ +Ä ŀ +ש ×Ļ×ķ +×ij ׳×Ļ +ìľĦ ìĽIJ +à¹ģ à¸Ī +×Ĺ ×ķר +دÙĬ ÙĨØ© +ت Ø· +ằ m +ò a +ย à¸Ńà¸Ķ +Ġëĭ ¹ +สุ à¸Ĥ +×ĵר ×ļ +د ÙĨ +س ÙĬÙĨ +ÙĪÙĤ Ùģ +ÑĨ Ñĭ +г оÑĤов +еж дÑĥ +à¸ŀ วà¸ģ +اÙĤ تص +اÙĤتص اد +cz ÄĻ +ni ÄĻ +ÑĢ еб +ØŃ ÙĪ +à¸Ĺ à¹Į +ãĤĪ ãģŃ +д ж +à¸ģล à¹Īาว +دÙĬ Ø« +ãĤ³ ãĥŁ +ÙĤ ÙĪÙħ +Ġت ØŃ +à¹Ģ à¸ķิ +اÙģ ظ +à¸Ī ุ +رÙĬ اض +×ŀש ×ļ +à¹Ĥ ย +еÑĢ е +ãģ¿ ãģŁãģĦ +ìĿ´ ëĿ¼ +ĠاÙĦÙħ ÙĪ +ĠÑģÑĤ о +à¹Ģรà¹ĩ ว +Ġд еÑĤ +ĠÑģ дел +à¹Ģà¸Ĭ ืà¹Īà¸Ń +פ ׳×Ļ +ÙĪض ÙĪع +×ij ס +à¹ģ à¸Ķ +ó c +ริ ม +ÑĢаР´ +ìĪ ł +ãĥ¼ãĤ º +ãģ« ãģĬ +и но +פ ×Ļ׾ +à¸Ĭั à¹Īà¸Ļ +×Ĺ×ĵ ש +à¹Ģà¸Ļ ืà¹Īà¸Ńà¸ĩ +׳ ×Ļס +غ رب +ãĤ¸ ãĥ£ +ส ัà¸ĩ +à¹Ģ à¸Ĺีà¹Ī +à¹Ģà¸Ĺีà¹Ī ยว +ëŁ ¼ +à¹ģ à¸Ł +ãĥ¼ãĤ · +ãĥ¼ãĤ· ãĥ§ãĥ³ +Ġвоз мож +جÙħ ÙĪع +×ijר ×Ļ×Ŀ +ãĥĪ ãĥ© +ĠкаÑĩ еÑģÑĤв +Ø· ÙĬ +ÑĤ Ñı +צ ×ķ×¢ +ÄŁ ını +ع ÙĦÙī +ا Ø° +ÙĪاÙĤ ع +Ùħ ÙĪا +ائ ÙĬÙĦ +к ол +á»ģ m +à¸ľà¸¥ ิà¸ķ +×Ļ׳ ×ĺר +س Ùĥ +ש ×Ļר +ศึà¸ģ ษา +à¸ļ ั +Ñĩ аÑģ +×ķפ ×Ķ +×Ļפ ×ķ׾ +ĠاÙĦس اب +رÙĬ ب +ĠاÙĦ بÙĬ +ãĤ¹ ãĥĨ +Ñĩ ен +à¹ģ à¸ľ +Ġ׳ ש +ز ÙĬد +ØŃ Ø§Ø¯ +ëį Ķ +رÙĪ ع +à¸Ĺุ à¸Ļ +ส มา +c zeÅĦ +×Ļ×ĵ ×Ķ +ãģ§ ãģĤ +Ġçoc uk +Ø® ب +à¸ļ าย +à¸Ľà¸£à¸° à¸Ĭา +×ŀש ׾ +ãģª ãģĭ +à¸ģ าย +ãĥģ ãĥ£ +аÑĢ и +ĠÑĩ а +à¸Ķ ำ +à¸Ĺั à¹Īว +Ñĥ Ñħ +Ġö z +Ġì¢ ĭ +ج رÙĬ +ائ ÙĤ +à¸ł ัย +Ø· ار +د ارة +Ä© nh +Ø« ÙĨ +zell ik +اÙĦ ت +Ġg eli +ãĥķãĤ © +ол од +رب ع +שת ×ŀש +à¸ļร ร +íĿ ¬ +Ġü rün +Ġê·¸ ëłĩ +ศาส à¸ķรà¹Į +ãģ ľ +×Ļ×ij ׾ +ĠпÑĢед ÑģÑĤав +سط ÙĬÙĨ +ãĤĴ 使 +Ġпом оÑī +×ķק ר +ãĥ¯ ãĥ¼ +Ġyö net +×Ļק ר +à¸Ĥ า +еÑĢи ал +ØŃ Ùģ +Ġ×Ļ צ +à¸Ĺ ิ +å£ ² +à¸Ļ à¸Ńà¸ģ +×ķ׼ ר +íĻ ľ +ủ y +ĠاÙĦÙĤ ر +×Ļ×ij ×ķת +ÅĽ ni +Ùħ شار +ượ t +ĠÙĦ دÙĬ +ÑĤ ел +ĠØ¥ ÙĦÙĬ +عÙĦ ÙĪÙħ +ìķ ĺ +в иÑĤ +à¸Ħ ะ +yr ı +ãģ¨ ãģ£ãģ¦ +à¹Ģ à¸ī +à¸ĸ าม +ÙĤ ار +عÙĦ اÙħ +ặ ng +Ùħ ÙĴ +×Ļ×ŀ ת +سب Ø© +ãĤ¯ ãĥ© +×ķס ×£ +ĠпÑĢ ин +ãģĦ ãĤį +س اس +عت بر +วิ à¸Ĺย +วิà¸Ĺย า +س Ùĥر +ãĤ· ãĥ§ +ãģ ģ +ัà¸ģ ษ +×ij ×ķ×Ķ +ห ย +ãģ¾ ãĤĮ +ĠоÑĢг аниз +каз ал +ĠÑģв Ñıз +uy ết +ĠпÑĢо из +Ġק ×ĺ +à¹ģà¸ģ à¹ī +п ÑĥÑģ +Ġê·¸ ê²ĥ +ëĬ IJ +л екÑģ +ãĥ¼ãĥ Ĺ +à¸ķ ำ +ת×Ĺ ×Ļ׾ +à¸Ńà¸ĩ à¸Ħà¹Į +Ạµ +׳ צ +Ø£ Ø´ +Ø´ Ùĩ +ย ะ +à¸ģ à¸İ +ĠاÙĦØ¥ سÙĦاÙħ +ед ÑĮ +ãģ² ãģ¨ +ëıĦ ë¡Ŀ +ãģ© ãģ® +Ñĥ в +еÑĩ ение +ĠاÙĦت ج +ãģ« è¡Į +Ġп озв +ãĤı ãĤĬ +ÙĦ اث +íķĺ ìĺĢ +Ġм аÑĢ +Ġkon uÅŁ +ãĥ¬ ãĤ¹ +ãĤĴ æĮģ +ĠоÑģ нов +×Ĺ ×ij +ÙĪج ÙĪد +פ ×ķף +в оÑĢ +Ġн ик +ãģĭ ãĤĭ +ÅŁtır ma +×Ļס ×ĺ +Ø£ ÙĦ +ห à¹Į +и она +лÑĮ н +Ġг оÑģ +ĠÐľÐ¾Ñģ к +ÑĢ об +×ķ×IJ ×Ļ +ãģĬãĤĬ ãģ¾ãģĻ +ãģ£ãģ ± +к л +à¸Ļ à¸Ķà¹Į +رÙĬ Ùģ +اس ب +ĠÑĢ еÑĪ +Ġд ол +ãģ¹ ãģį +×Ļ×ij ×ķר +м еÑī +Ġна ÑĪ +à¹ģ à¸Ľà¸¥ +ÑĢ иÑĤ +кÑĥ Ñģ +и ÑĢа +аÑĤ ÑĥÑĢ +ÙĪا صÙĦ +à¹Ģà¸ľ ย +à¸Ń ำ +à¹Ģà¸ģ ิà¸Ļ +غ Ùħ +ãģĻ ãģİ +lı kl +ÅĦ sk +ê² ¬ +×Ļ׼ ×Ķ +׊ש×ij +ÙĪر ÙĬØ© +Ġд ейÑģÑĤв +×Ĺ׾ ×ĺ +Ġ׾ ×ŀ×¢ +צ׾ ×Ļ×Ĺ +еÑĩ а +Ùģ اع +×Ĵ ×Ļ×ĵ +áºŃ m +ÄĻ b +Ø´ ع +ãģı ãĤĬ +à¸ŀ ุ +ед еÑĢ +à¸Ĥ à¸Ļ +à¸Ħ าร +ĠболÑĮ ÑĪ +ãģı ãģªãĤĬ +à¸ĵ า +×ĵ ×ķ×Ĵ +Ġм н +ä¸Ĭ ãģĮ +ç¶ļ ãģį +ฤ ษ +ภĨ +Ø® ÙĬ +à¹Ģà¸Ĺ à¸ŀ +สั ม +à¹Ģส à¸Ļ +à¹Ģสà¸Ļ à¸Ń +ãĥ ´ +Ġи ÑģÑĤ +با شر +ĠÑĥ ÑĢов +×ŀ ×ķ×ĸ +ab ı +wa ż +×ķצ ×IJ×Ķ +ÑĤ веÑĢ +à¸ŀัà¸Ļà¸ĺ à¹Į +׳ ×Ĵ×ĵ +ãĤĭ ãģĵãģ¨ãģĮãģ§ãģį +ĠÑĤÑĢ еб +à¸ģร ุà¸ĩ +ØŃت اج +à¹Ģ à¸Ħล +ã Ĩ +ÄĻ tr +Ġszcz eg +Ġר ש +à¸Ĺ à¸ĺ +Ġн ек +Ġнек оÑĤоÑĢ +в ÑĪ +Ð ¬ +à¹Īว ย +ล ุ +б ÑĢÑı +หม ูà¹Ī +à¹ģ à¸ķà¸ģ +ר׼ ×Ļ×Ŀ +Ġí ĸī +ã i +Ùĥر Ø© +â Ń +í IJ +ã į +á ģ +â ® +â ¥ +ì ® +à ¿ +â ¿ +á Ĥ +á ¤ +â ł +í Ł +ðIJ į +ðIJ ° +ðĿ Ĩ +ðŁ Ī +Ġ×¢ ׾ +Ġع ÙĨ +ĠÙħ ع +Ġ×ĸ ×Ķ +ĠÙħ ا +Ġm Ãł +Ġd ụ +á»ĩ c +а Ñħ +s ı +íķĺ ê³ł +Ġ×ķ ×ij +ĠÐŁ о +×ķת ר +ĠÙĦ Ùħ +Ġ×ķ ׾ +ãģĹãģ¦ ãģĦãĤĭ +Ġ×ŀ ×Ļ +Ġب ÙĬÙĨ +з а +ĠÙĥ اÙĨ +Ġ×Ķ ×Ļ×Ķ +ëħ Ħ +×IJ ×ķ +д и +ĠпеÑĢ е +d ı +Ġ׾ ש +Ġש ×ŀ +ãģĮ ãģĤãĤĭ +ãģĦ ãģĦ +ÑĢ е +ק ×ķ +и ли +м е +ÙĬ ت +ãģ§ ãģĤãĤĭ +Ġв о +à¹ĥ หม +à¹ĥหม à¹Ī +Ġש ×ij +Ġ à¹Ĥà¸Ķย +ÙĬ Ùĩ +ãģ§ãģĻ ãģĮ +ãģ¨ ãģ¯ +ר ×ķ +Ġ à¸ĭึà¹Īà¸ĩ +ãģ§ãģį ãĤĭ +м о +à¹Ģà¸ŀ ืà¹Īà¸Ń +צ ×ķ +×ĺ ×ķ +ìķ Ī +Ġh á»į +à¹Ģà¸ĩ ิà¸Ļ +ĠاÙĦ ب +Ġ มี +ë¬ ¼ +Ñģ е +ëĵ¤ ìĿ´ +Ġë§ IJ +Ġl Ỽ +a ÅĤ +×Ĺ ×ijר +Ġd á»± +ÙĬ Ø« +Ġth á»ĭ +à¸ģà¹Ī à¸Ńà¸Ļ +Ġ×ij ׼׾ +ãģ ¸ +ãģ¨æĢĿ ãģĦãģ¾ãģĻ +ả nh +ย า +Ùģ ا +ส ี +à¸ķ า +ë² ķ +ãĥª ãĥ¼ +รา à¸Ħา +Ġ×ķ ׾×IJ +ãģ¨ ãģĵãĤį +à¹Ģล ืà¸Ń +di ÄŁi +ÙĪ اÙĨ +Ġ׾×Ķ ת +รว ม +פ ×Ļ×Ŀ +à¸ľ ม +ж и +c ı +ÑĢ од +Ġkar ÅŁÄ± +×Ĵ ×ķ +ãģ« ãģ¤ +ãģ«ãģ¤ ãģĦãģ¦ +r Ãł +×Ļ×ķת ר +ĠìĨ Į +ק ×Ķ +ÑģÑĤв о +ãģij ãģ© +g é +à¸Ķ à¹īาà¸Ļ +çļĦ ãģ« +ĠÙĬ ÙħÙĥÙĨ +ìĨ į +ÙĬ Ùĥ +à¹Ħว à¹ī +Ñģки й +ì m +Ġ׾×IJ ×Ĺר +à¸Ńา หาร +Ġà¹Ģ à¸ŀ +รา ะ +ล ูà¸ģ +ÑģÑĤ а +Ġìľ ł +ÙĤ ÙĪÙĦ +б оÑĢ +Ñģк ого +หล ัà¸ĩ +à¸Ĥ à¹Īาว +à¹Ģม ืà¸Ńà¸ĩ +ê° ģ +t Ãł +ÙĬ ÙĬÙĨ +عر ض +ë° © +Ġëı Ļ +Ġà¹Ģ à¸Ľ +Ġà¹Ģà¸Ľ à¹ĩà¸Ļ +ç i +li ÄŁi +ìĹIJ ê²Į +ãĤ¿ ãĥ¼ +Ġ׾ ת +פ ×ķת +à¸Ĥ à¸Ń +ر س +ìł IJ +à¸ľ à¹Īาà¸Ļ +ÑĦ и +ج ÙĨ +ì¢ ħ +Ġ×Ķ פ +Ġn go +á»ĭ a +Ġtá» ķ +Ġê·¸ 리 +à¹Ģม ืà¹Īà¸Ń +Ø° Ùĥر +ìĸ ij +ìĹ Ń +×ĺ ׾ +k ı +Ġع ÙħÙĦ +Ġع ÙĨد +à¸ĭ ืà¹īà¸Ń +Ġê± ° +в е +r ü +à¹Ģ à¸Ńา +ส à¹Į +à¸Ī à¸Ļ +ס ת +Ġgi ả +ãĤĭ ãģ¨ +à¸ģำ ลัà¸ĩ +н ей +à¸Ī ริ +à¸Īริ à¸ĩ +Ġë į +Ġëį Ķ +à¸Ħà¹Ī ะ +ì n +Ġsü re +Ġqu y +à¸ļ าà¸ĩ +åıĸ ãĤĬ +ר ×Ĺ +×ij ת +ãģĮ ãģĤãĤĬãģ¾ãģĻ +ר ש +ìĹIJ ëĬĶ +Ġ×IJ פשר +ay ı +ãģĮ ãĤī +ØŃ Ø¨ +ан Ñģ +س ÙĪ +ĠпÑĢ е +د ÙĪ +ãģ« ãĤĪ +à¹Ģà¸ģ ม +สู à¸ĩ +m akt +makt ad +maktad ır +Ġön em +×Ļ×ŀ ×Ļ×Ŀ +б о +ÙĪ ÙĬØ© +รู à¸Ľ +à¹Ĥล à¸ģ +Ùħ ÙĬع +ÑģÑĤ Ñĥп +à¹Ĥ à¸Ń +دÙĬ ÙĨ +ì¤ ij +ãģĹãģ ı +à¹Ģส ีย +в Ñĭ +Ùħ ت +íĺ Ħ +ãĥIJ ãĥ¼ +ا Ø´ +ק ס +Ġtá» ¥ +ล à¸Ķ +Ùģ Ø© +í ijľ +ر ج +k ÅĤad +ĠÅŁ ey +ĠØ£ Ùħ +Ġà¹Ģ ม +Ġب ÙĦ +Ñģ каÑı +ãģ¨ ãģ® +Ġìĭ ¤ +ấ m +ห à¹īà¸Ńà¸ĩ +à¸Ĭ ม +d ü +Ġç ek +Ġê³ ł +×Ĵ ×ij +à¸Ĭี วิ +à¸Ĭีวิ à¸ķ +Ùģض ÙĦ +ภ¯ +ç ı +Ġب Ø´ +ĠÙĩ ÙĨا +ãģį ãģ¾ãģĹãģŁ +t ü +Ġìĺ ģ +ĠTür k +к ÑĤ +פר ס +ãģ¨ãģĦãģĨ ãģĵãģ¨ +í ĶĦ +à¹ģร à¸ģ +ר ×ķף +Ġar as +×ŀצ ×IJ +Ġtá» ī +س ا +à¸ŀ à¸Ń +ĠاÙĦÙħ ØŃ +ãĥ ¤ +ĠاÙĦ است +Ùģ ÙĨ +×Ļ×ŀ ×Ķ +ر ت +ãģ¨ ãĤĤ +Ġна Ñģ +п ÑĢи +Ġ×Ĺ ×ķ +и ла +ÙĬ Ø´ +Ġgö z +Ġ×ij ׳×Ļ +ım ı +ĠÑĤ еÑħ +Ġh á»Ļ +غ ر +к он +اØŃ Øª +Ġ à¸ŀ +à¸Ń à¸Ńà¸Ļ +à¸Ńà¸Ńà¸Ļ à¹Ħล +à¸Ńà¸Ńà¸Ļà¹Ħล à¸Ļà¹Į +Ñħ о +Ñı в +à¹ģ สà¸Ķ +à¹ģสà¸Ķ à¸ĩ +à¹Ģà¸ŀ ียà¸ĩ +ÑĤ ов +ا ÙĬ +Ġ×Ķ ×ĵ +Ġ×ķ ׼ +ãĤī ãģĦ +×ķפ ף +Ġë ¶Ī +ล à¸Ńà¸ĩ +Ø· اÙĦ +Ġн и +ĠÙħ ست +ế c +Ġש ׼ +ĠëķĮ 문 +วัà¸Ļ à¸Ĺีà¹Ī +×Ļ׾ ×ĵ +ØŃ Ø§ +е ÑĨ +Ġc ứ +×ĵ ×ķר +ĠÙħ ØŃ +ר׼ ×ij +بÙĬ ع +ни и +ĠاÙĦØ£ ÙĪÙĦ +à¸Ħว ร +ãģ¨æĢĿ ãģĨ +ĠС о +ائ ÙĬØ© +ر اء +оÑģ об +Ġب Ø£ÙĨ +×¢ ×ķ×ĵ +ĠÑĤ е +ãģĵ ãģĨ +ÑģÑĤ ÑĢа +ай н +Ġsö z +ت ÙĨا +à¸Ń ิ +ặ p +ĠìķĦ ëĭĪ +íķ Ń +Ġר×IJ ש +Ġ à¹Ħà¸Ķà¹ī +Ġ×Ĵ ×ĵ +Ġס פר +обÑī е +ĠÙĪ Ø¥ +ada ÅŁ +ãģ¡ ãĤĩ +ק ×ķ׾ +ÑĢ ез +ĠdÃ¼ÅŁ ün +Ġ×ij ×IJ×ŀ +Ġìĸ´ ëĸ +ער ×ij +н ее +ĠÑģÑĤÑĢ ан +س اÙĨ +yn ı +ĠاÙĦر ئÙĬس +ãģĹãģ ª +Ġ׳ ת +ãģ«ãģª ãģ£ãģŁ +g ü +åıĹ ãģij +׾ ת +ìł Ī +ëĬĶ ëį° +Ø® ÙĬر +à¸ķà¹īà¸Ńà¸ĩ à¸ģาร +ĠÙĦ Ø£ÙĨ +Ġch á»ĭ +ÙĪ Ø© +à¹ĥ ส +ë¶Ģ íĦ° +íķĺ ë©´ +ữ u +à¹Ģหม ืà¸Ńà¸Ļ +б еÑĢ +ĠìĿ´ ìļ© +ĠÑģ еб +wiÄĻ ks +Ġ׳ ×¢ +ÑĤ ÑĥÑĢ +Ġngh Ä© +ש ×ķ×ĺ +ti ÄŁi +Ġde ÄŁi +×IJ ×ij +Ġ×ŀ ×ŀ +ãĥĹ ãĥŃ +wa ÅĤ +à¸Ī ึà¸ĩ +Ø® دÙħ +×IJ ×Ŀ +Ä±ÅŁ ı +cz Äħ +ר ×ĵ +ĠÑĢ Ñĥб +خر Ùī +ãģ® æĸ¹ +Ġд енÑĮ +×Ĺ ×Ļ×Ŀ +еÑĤ е +ëĤ ľ +×IJ ×Ĵ +×¢ ×ķר +ë³ Ħ +åIJĮ ãģĺ +ãĤ ² +ר ×ļ +×ķש ×IJ +ìľ ¡ +ا Ø® +צ ×Ļ×Ķ +á»± a +ãģĪ ãģ¦ +ש×Ķ ×ķ +ан ÑĤ +ลา à¸Ķ +ин г +ë¡ ł +اع د +ÙĪ سط +Ġв оп +Ġвоп ÑĢоÑģ +Ùħ ÙĬÙĨ +à¸Ħ à¸ĩ +×Ļר ×Ļ×Ŀ +c ów +ê² © +Ġê·¸ 룰 +Ġì§ Ħ +Ġש ׾×Ķ +à¹Ģร ิà¹Īม +à¸Ĭ à¸Ńà¸ļ +д еÑĤ +ÑİÑī иÑħ +à¸ļ à¸Ńà¸ģ +æĢĿ ãģĦ +ع ÙĬد +ס ×ŀ +×Ĵ ×Ļ×¢ +צ ×ĵ +ب ات +ĠëĶ° ëĿ¼ +à¸Ī ัà¸ĩ +ãģłãģij ãģ§ +×¢ ×Ļר +ĠÑĩ ел +ĠÑĩел ов +ĠÑĩелов ек +ãĥĥ ãĥģ +à¹Ģà¸ģ ีà¹Īยว +à¸Ķ ิ +Ġפ ×¢ +×Ļ×ŀ ×Ļ +ë° ĺ +Ø® ار +×ij ×Ļת +×¢ ×Ļ×Ŀ +ü yor +ãĤģ ãģ¦ +к лад +Ġ à¸Īาà¸ģ +à¹Ģà¸Ħ ย +ส à¸Ńà¸ĩ +à¹ģ à¸Ħà¹Ī +ẫ u +หà¸Ļ ัà¸ĩ +ש׾ ×ķ×Ŀ +اÙĨ ÙĬØ© +åĩº ä¼ļ +åĩºä¼ļ ãģĦ +à¸ł าย +à¸ļา à¸Ĺ +à¸Ĭา ว +mu ÅŁ +Ġ׾ק ×ij׾ +ãĤ· ãĥ£ +ĠÄ° ÅŁ +×Ĵ×ĵ ×ķ׾ +ج عÙĦ +ë³ Ģ +ยิ à¹Īà¸ĩ +à¸Ļ าย +à¸Ļ ีà¹Ī +วิ à¸ĺี +ãĤī ãģªãģĦ +ëł Ī +Ġ문 ìłľ +Ġ à¸ģ +à¸Ĺำ à¸ĩาà¸Ļ +à¹Ģว à¹ĩà¸ļ +ÑĦ е +楽 ãģĹ +สำ à¸Ħ +สำà¸Ħ ัà¸į +ر Ùħ +ãģķãĤĮ ãģ¦ +Ġоб ла +ר×IJ ×Ļ +หม à¸Ķ +ÙĨ ÙĬØ© +ли н +Ġe ÄŁ +it im +ëł ¹ +ص اÙĦ +ÅĽ l +à¸ľ ิà¸Ķ +ãĥŀ ãĥ³ +åħ¥ ãĤĮ +à¹Ģà¸ķ à¸Ńรà¹Į +ار ÙĬ +ĠÐ ¦ +d ür +ส วย +ë¦ ½ +رÙĥ Ø© +Ġh ã +×Ļת ×Ķ +à¸Ĥ à¸Ļา +à¸Ĥà¸Ļา à¸Ķ +à¸Īำ à¸Ļ +à¸Īำà¸Ļ วà¸Ļ +ש ×ķק +Ġд ом +ì± ħ +ãģĭ ãģij +פ ×ķ׾ +à¸Ĭ าย +Ñģ моÑĤÑĢ +Ñģл Ñĥж +ש ×IJ׾ +кÑĢÑĭ ÑĤ +Ġìŀ ĺ +é«ĺ ãģĦ +ĠÑĢ Ñĥк +ÙĨ ص +д ав +Æ°á» ¡ +ưỡ ng +ر اÙħ +×Ļ׳ ×Ļ×Ŀ +ãĥ© ãĥ¼ +ëĦ ¤ +Ġت ع +l ke +好 ãģį +æĮģ ãģ¡ +Ġë§ İ +Ġy ük +ĠÑģоÑģÑĤ ав +енÑĤ ÑĢ +pe ÅĤ +à¹Ģà¸Ľà¸¥ ีà¹Īย +à¹Ģà¸Ľà¸¥à¸µà¹Īย à¸Ļ +íı ī +ãĤĦ ãģĻ +×Ĺ ×ĸ +×ijר ×Ķ +ë£ ¨ +ìĶ Ģ +بØŃ Ø« +à¹Ģà¸ķ à¹ĩ +ów i +ب Ùĩ +ãģį ãģ¾ãģĻ +Ġ×¢ ×ŀ +×Ĵ ×ķ׾ +ез д +ÙĬÙģ Ø© +สà¸Ļ à¹ĥà¸Ī +Ġת ׾ +Ñı Ñī +Ġس ÙĨ +ĠÙĪا ØŃد +ĠÑģ м +lad ı +ı ld +×Ļר ת +ีย à¸Ļ +ת×Ĺ ×ª +Ġж из +à¸ŀ ั +à¸ŀั à¸Ĵ +à¸ŀัà¸Ĵ à¸Ļา +à¸Ĭ ิ +ا Ø®ÙĦ +ãģ£ãģ¦ ãģĦãģŁ +รั à¸IJ +ãĤģ ãĤĭ +à¹Ĥ à¸ģ +ĠT á»ķ +Ġh akk +ر Ùģ +ìł Ģ +Ñģ об +ãģª ãģijãĤĮãģ° +Ùĩ ÙĪ +Ġë² ķ +ãĤ Ĩ +ĠاÙĦس عÙĪد +Ġ×IJ תר +Ø§Ø º +Ġ׾ ×ĵ +à¹ģ à¸ķ +à¹ģà¸ķ à¹Īà¸ĩ +íĮ Į +Ñĥп иÑĤÑĮ +à¸ŀืà¹īà¸Ļ à¸Ĺีà¹Ī +×ij ת×Ļ +à¹ĩ à¸ģ +ÅĤ at +Ġê°ľ ìĿ¸ +ìłķ ë³´ +ÑĤ ал +Ġgü ven +ĠÄ° l +Ġê° ģ +Ġب ت +×ŀ ×ķ׳×Ķ +ĠاÙĦØŃ ÙĥÙĪÙħ +ÙĤ ات +à¹ģ à¸ģà¹Ī +ห าà¸ģ +н ÑĮ +à¸Ľ รัà¸ļ +มา à¸ĵ +Ġне Ñģк +ĠØ ¶ +สม ั +สมั à¸Ħร +ãģĮ ãģĤãĤĬ +м еÑģÑĤ +Ġ×IJ צ׾ +Ġкомп ани +ס ר +ÙĬÙħ Ø© +ĠÑħ оÑĢо +ĠÑħоÑĢо ÑĪ +Ġ×Ļ ×ķ×ĵ +ü s +×Ĵ ×Ļש +à¸ļ à¸Ĺ +تÙĨ ظ +ว าà¸ĩ +ม หา +Ġ׼ ×ķ׾ +à¸Ĥ à¹īาà¸ĩ +ë° ľ +г од +д ан +ãģĭãĤĤãģĹãĤĮ ãģ¾ãģĽãĤĵ +ãģĵ ãģ¡ãĤī +ãĥIJ ãĤ¤ +ece ÄŁi +دÙĬ دة +ÙĨ Ùī +Ġëĭ¤ ìĿĮ +ว ี +غ ا +ли з +à¹Ģà¸Ķ ิ +à¹Ģà¸Ķิ ม +ĠÙĬ ست +Ġy ılı +ko ÅĦ +ãģ§ãģĹãĤĩãģĨ ãģĭ +ãģĤ ãģª +ãģĤãģª ãģŁ +ÑĨ ен +ĠÙĪ ز +×IJ ×Ļש +à¹Ī à¸Ń +ر ØŃ +ê´ ij +ÑĢа ÑģÑĤ +Ġ×Ķ ׾ +ãģĹãģ¦ ãĤĤ +×ŀר ׼ +×ŀר׼ ×ĸ +éģķ ãģĦ +ãģŁ ãģı +ĠÑģ Ñĥд +в еÑģÑĤи +ĠíķĦ ìļĶ +ãĥķ ãĤ§ +ÑĤелÑĮ но +à¹Ģà¸ŀ ืà¹Īà¸Ńà¸Ļ +ÅĤu ż +à¹Ģà¸Ķิà¸Ļ à¸Ĺาà¸ĩ +ש ×ķר +Ġ×ŀ ×ĵ +×ķ×¢ ׾ +ÙĦ اÙħ +à¹Ħ à¸ĭ +л ей +кÑĥ ÑĢ +Ạ¢ +à¸Ĺ าà¸Ļ +ì§ ij +ĠгоÑĢ од +ר ס +׾ ×ķ×Ĵ +mas ını +Ġл ÑĥÑĩ +ล à¹Īา +ìļ ¸ +ש ×ĺ +ĠÐĺ н +í Ĥ¤ +ÙĪÙĦ ا +ìķ ł +ĠØ£ÙĬ ضا +Ùĥ ار +ĠاÙĦت ع +ส ูà¹Ī +ãĤ ¼ +×ij ×Ļ×IJ +ย à¸ģ +ĠØŃ ÙĤ +ر بÙĬ +ãģĺãĤĥ ãģªãģĦ +รัà¸ģ ษา +Ñħод иÑĤ +à¸ķ à¸Ńà¸ļ +׳ ×ĺ×Ļ +ĠاÙĦÙħ ج +تÙħ ع +ов аÑĤÑĮ +ÙĦ ÙĬÙĨ +×Ļ×ŀ ×ķת +Ġm ù +n ÄĻ +Ġد ÙĬ +׼ ש×Ļ×ķ +Ġhi ç +ë ijIJ +ÙĪ اء +ÙĪ Ø· +ĠاÙĦ بÙĦ +à¹ģม à¹ī +ק ×ķת +ÙĪج د +å§ĭ ãĤģ +ÙĬ ئة +Ġë§ ¤ +ص بØŃ +פ ×IJ +г оÑĢ +ס ×Ķ +بÙĬ ÙĤ +ย าà¸ģ +Ġн ад +ÙĬ Ùij +Ġب ÙĪ +ס ×ķר +Ùħ ÙĥاÙĨ +ר ×ij +×Ĵ ×ĸ +צ ת +b ilit +л аг +ĠN go +×IJ ×ķר +à¸ķ à¸Ļ +íĬ ¹ +à¸Ĺีà¹Ī à¸Ķี +à¸Ľà¸£à¸° à¸Īำ +ов ание +ãģĦ ãģ¤ +ãĥĥãĤ¯ ãĤ¹ +åIJĪ ãĤı +åIJĪãĤı ãģĽ +×Ļ׳ ×ķ×Ļ +ạ y +Ø« ÙĤ +ĠпÑĢ об +ĠпÑĢоб лем +ÅŁ eh +ÅŁeh ir +ع ادة +اÙĨ ÙĪÙĨ +à¸ķัว à¹Ģà¸Ńà¸ĩ +ì¶ ķ +ı lan +б ан +ãĥ³ ãĥī +à¸Ī ี +Ġ×Ķש ׳×Ļ +п оÑĤ +×ķ׾ ×Ļ×Ŀ +ล ัà¸ļ +ĠÑį ÑĤи +×ijק ש +ë¹Ħ ìĬ¤ +à¸Ńยà¹Īาà¸ĩ à¹Ħร +×Ļ׾ ×Ļ +à¹ĥà¸Ĭ à¹Ī +ĠاÙĦ ÙĥÙĦ +ãĥļ ãĥ¼ãĤ¸ +ص Ø© +ÑĤи ÑĢ +ãĤĵ ãģ© +зÑĭ к +wy ż +Ùĩ ÙĬ +ĠÙħ ÙĦÙĬ +Ġвид е +ظ اÙħ +دا ÙĪÙĦ +×ŀ ת×Ļ +Ġs ık +à¹Ģà¸ķิ ม +ãĤ¢ ãĤ¤ +ка Ñħ +צ ×Ļ׾ +à¹Ģà¸Ĭ à¹Īà¸Ļ +м аг +маг аз +магаз ин +à¸Ľ ั +à¸Ľà¸± à¸Ī +Ġש ×Ļר×ķת +ีย ม +ãĥĸ ãĥ« +Ġد ÙĪÙĦ +קר ×Ļ×Ŀ +Ùĩ Ùı +ов о +Ġü ret +د ÙĪÙĨ +à¹ģà¸Ļ ว +à¹Ģà¸Ļ ืà¹īà¸Ń +ĠÑĦ оÑĤ +ãĥ ĺ +ãģ¤ ãģĭ +Ñı Ñģ +ĠíķĺëĤĺ ëĭĺ +ائ ع +Ġп лаÑĤ +ìĺ Ī +Ġdost ÄĻp +ÙĪج Ùĩ +Ġ×Ķ ×Ĺ×Ļ +׳ ×Ļק +д ей +í ĽĦ +ı y +بØŃ Ø± +à¹Ģส ริม +Ġ׾ ×Ĵ +Ø°Ùĩ ب +ج ÙĬÙĦ +رÙĥ ز +Ġë ħ +Ġëħ ¸ +פ×Ļ׾ ×ķ +ãģ¾ ãģļ +iri ÅŁ +ĠÙĥ ÙĬÙģ +Ġ×ij צ +Ġêµ IJ +ÑĢоÑģ Ñģ +ĠØ´ ÙĬ +Ġiç er +×Ĵ ×ķ×ij×Ķ +мен но +×¢ ×ij×Ļר +×ķ×ŀ ×Ķ +ãĤī ãģĹãģĦ +ãģ ¼ +Ñī ин +è²· ãģĦ +جÙħÙĪع Ø© +Ġdön em +Ġ×ij ×IJר +в еÑģÑĤ +×ķר ×ķת +س Ùģ +à¹ģà¸Ĺ à¸Ļ +Ġд окÑĥменÑĤ +Ġا ÙĬ +ج اÙĨ +צ×ķ×¢ ×Ļ +ĠоÑģ об +ĠاÙĦÙħ س +ÑĢаР± +à¸ł ู +à¸Ķ าว +л екÑĤ +ع ÙĤ +×ķ×ĵ ×ķת +Ġol u +Ġolu ÅŁtur +ãģ¾ ãģ¾ +ед ин +à¹Ģ à¸Ńà¸ģ +ãĤµ ãĤ¤ +ëĦ Ī +Ø· ÙĨÙĬ +Ø· ÙĤØ© +ĠÐł аз +ÙĦ Ùij +Ñĩ ем +Ġ׾ ×ĺ +สั à¹Īà¸ĩ +سر ائÙĬÙĦ +Ġפר ×ĺ×Ļ +д еÑģÑĮ +Ġ׳ ׼ +اÙĨ ب +ÙĬا Ø© +Ùħ بر +Ġk ı +à¸Ľ à¸ı +à¸Ľà¸ı ิ +à¸ļั à¸ķิ +׳ ת×Ļ +ìĨ ¡ +ر اب +à¹ĥ à¸ķ +à¹ĥà¸ķ à¹ī +×Ļ׳ ת +ÙĪ ÙĬر +Ġ×Ķ×ŀ 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+èIJ½ ãģ¡ +åĩº ãģ¦ +ล ัà¸ģษ +Ġ×Ĵ ×ij×ķ×Ķ +ãĥĻ ãĥ« +ê±° ëĤĺ +ë§ IJ +×Ļ׾ ×ĵ×Ļ×Ŀ +ĠëĦ Ī +×ŀר ×Ļ +ร ส +ãĥŃ ãĥ³ +и ло +ноÑģÑĤÑĮ Ñİ +×ĸר ×Ĺ +п он +Ġ×Ķש ׾ +ê²ł ìĬµëĭĪëĭ¤ +Ġki ÅŁ +ĠÐļ и +ว ร +د اع +ÅŁ im +ÙĨ Ùij +в аÑĤ +را Ùĥ +ب اÙĦ +ид е +Ġ×Ķ×ŀ ×Ĺ +ìĸ µ +تÙģ اع +Ø£ ت +ëĬ ĺ +ש ×Ļת +ست Ùħر +ĠÑĦ ак +ĠاÙĦØ£Ùħ رÙĬ +ëŀ ¨ +اس Ùħ +Ġa ÄŁ +Ġç ev +Ùĥ ÙĪر +ãģķ ãģ¾ +Ġç öz +Ġر س +Äħ da +สà¸Ļ ุ +ãģĹãģ¦ ãģıãĤĮ +н Ñİ +leÅŁ me +ãĤª ãĥ³ +ãģ¨ ãģªãĤĬ +ava ÅŁ +×ĺ ×Ļ×ij +ØŃ Ø¶ +×ķצ ×IJ×ķת +ÙĨ ÙħÙĪ +ı t +ĠÑħ а +ĠÑħа ÑĢак +ĠÑħаÑĢак ÑĤеÑĢ +Ġd ÅĤ +ãĥĹ ãĥ© +à¸Ĭ ุม +à¹Ī à¸Ńà¸Ļ +×ķ×ij ׾ +Ñģ ол +×ĵ ×Ĵ +аÑĢ аÑĤ +n ivers +Ġgerçek leÅŁtir +ĠاÙĦ ÙĦÙĬ +ระ ยะ +ĠÙħ ختÙĦÙģ +Ġgö nder +Ùģ ار +do ÄŁ +doÄŁ an +ص ÙĦاØŃ +Ġyay ın +ãĥĨ ãĥ³ +รว à¸Ī +×Ļ×Ĺ ×Ļ×ĵ +ünk ü +ÑĨи алÑĮн +à¸ļ ู +ม ุ +h ä +Ø® Ùģ +å¢ Ĺ +å¢Ĺ ãģĪ +еÑĩ но +ĠاÙĦس ÙĨ +à¸Ĥ าว +im di +Ð « +à¸Ļà¸Ńà¸ģ à¸Īาà¸ģ +à¸ļา ล +ת ש +Ġdüzen le +мÑĭ Ñģл +ãģı ãģª +ż u +Ġwsp óÅĤ +Ġн аз +ınd aki +تر Ø© +ÅŁ ek +Ġö d +ĠÙĪ Ùĥ +Ġпозв олÑı +Ġת ×ķ׼ +ÙħÙĨ تج +ë§ ī +ĠاÙĦØ« ÙĦاث +аÑĨи Ñİ +ÙĪر ÙĪ +Ñĭв 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ình +Ġn ói +Ġc ùng +Ġ×Ķ ×Ķ +ĠØ¥ ÙĨ +Ġ×IJ ×ij׾ +Ġnh Æ°ng +Ġbi ết +Ġж е +Ġch úng +ĠÄij ang +ĠØ° ÙĦÙĥ +Ġl ên +Ġkh ách +Ġn Ãło +Ġs á»Ń +Ġkh ác +Ġë° ı +Ġl ý +×Ļ ×Ļ +ĠÄij ây +Ġ׾ ×ŀ +Ġc ần +Ġtr ình +Ġph át +ãģ« ãĤĤ +п о +Ġn Äĥng +Ġb á»Ļ +Ġv ụ +ĠÄij á»Ļ +Ñĩ е +Ġnh áºŃn +Ġtr Æ°á»Ľc +Ġ×¢ ×ĵ +Ġh Ãłnh +ĠØ® ÙĦاÙĦ +Ġl ượng +Ġc ấp +Ġtá» ± +Ġv ì +Ġt Æ° +Ġch ất +Ġ׼ ×ŀ×ķ +Ġg ì +Ġש ׳ +Ġt ế +ת ×ķ +Ġnghi á»ĩp +Ġm ặt +ĠÙĥ Ùħا +Ġ×ij ×Ļף +Ġר ק +Ġth ấy +Ġmá y +ĠÙģ Ùī +Ġd ân +Ġ×IJ ×Ĺ×ĵ +Ġt âm +Ġ׼ ×ļ +Ġ׾ ×ķ +в о +Ġt ác +Ġto Ãłn +ĠÙĪ Ùħ +Ġk ết +Ġ หรืà¸Ń +ĠÙĪاÙĦ Ùħ +ĠÄiji á»ĥm +Ġ×ĸ ×ķ +Ġ×ij ×ķ +׼ ×ķת +Ġh á»Ļi +Ġb ằng +ت Ùĩا +Ġ׼ ×ĵ×Ļ +Ġ×Ķ ×Ŀ +Ġxu ất +ĠÙĤ د +Ġb ảo +Ġt á»ijt +Ġt ình +ĠÙĩ ÙĬ +ĠÄij á»iji +Ġthi ết +Ġhi á»ĩu +Ġti ếp +Ġt ạo +ת ×Ķ +Ġch ủ +o ÅĽÄĩ +Ġgi ú +Ġgiú p +Ġà ½ +Ġqu ả +Ġlo ại +Ġc ô +Ġà ´ +Ġô ng +Ġ×Ķ ×ķ +ĠاÙĦÙĬ ÙĪÙħ +ĠtÃŃ nh +г а +Ġph òng +Ġ Äĥn +Ġع اÙħ +Ġv á»ĭ +lar ını +r ÃŃa +Ġt Ỽi +ĠÄij Æ°á»Ŀng +Ġgi Ỽi +Ġb ản +Ġc ầu +Ġnhi ên +Ġb á»ĩnh +Ġth Æ°á»Ŀng +Ġ×IJ ×Ļף +ĠÄij á»ģ +Ġh á»ĩ +Ġ×Ļש ר×IJ׾ +Ġqu á +ĠÐĹ Ð° +ãģ® ãģ§ãģĻãģĮ +ĠÐŁ ÑĢи +Ġph ần +ĠÙĪ ÙĦا +ĠlỼ n +Ġtr á»ĭ +Ġcả m +Ġм о +Ġd ùng +ĠاÙĦ Ùī +ĠعÙĦÙĬ Ùĩ +ĠìŀĪ ìĬµëĭĪëĭ¤ +ÙĬ ÙĤ +ĠÙĤ بÙĦ +Ġho ặc +ĠØŃ ÙĬØ« +Ġ à¸Ĺีà¹Ī +Ġغ ÙĬر +ĠÄij ại +Ġsá»ij ng +нÑĭ ми +Ġth ức +Ġפ ×Ļ +ĠÄiji á»ĩn +ãģª ãģĭãģ£ãģŁ +Ġgi ải +Ġv ẫn +Ġи Ñħ +Ġö nce +Ġv áºŃy +Ġmu á»ijn +Ġ ảnh +à¹ĥà¸Ļ à¸ģาร +ĠQu á»ijc +Ġk ế +׳ ×IJ +Ġס ×Ļ +Ġy êu +ãģ® ãģĭ +ĠÄij ẹ +ĠÄijẹ p +Ġch ức +Ġy ıl +ĠTür kiye +d é +ĠÙĤ اÙĦ +Ġd á»ĭch +ĠolduÄŁ u +Ġch á»įn +Ġت Ùħ +หà¸Ļ ึà¹Īà¸ĩ +ãģķãĤĮ ãģŁ +Ġph áp +ìĽ Ķ +Ġti á»ģn +ãģĹ ãģ¾ãģĹãģŁ +Ġש ׾×IJ +ÙĦ Ø© +Ġ׾פ ׳×Ļ +Ġ×ij ×Ļת +ĠH Ãł +ĠØŃ Øª +ĠØŃت Ùī +Ġ×¢ ×ķ×ĵ +Ġn ó +Ġth áng +à¹Ģลืà¸Ń à¸ģ +ר ×Ķ +Ġt Äĥng +Ġcá i +Ġtri á»ĥn +Ġ×IJ×ķת ×ķ +ìłģ ìĿ¸ +ĠC ông +Ġ׾×Ķ ×Ļ×ķת +Ġг ода +и Ñİ +Ġب عض +Ġ à¸ģาร +èī¯ ãģĦ +ÙĪ ت +Ġli ên +ĠÐĿ о +ĠÐĿ е +çļĦ ãģª +ĠÙħ ت +ĠÑĤак же +ĠкоÑĤоÑĢ Ñĭе +Ġ×Ļ ×ĵ×Ļ +Ġtr á»įng +ãĤµ ãĤ¤ãĥĪ +ìłģ ìľ¼ë¡ľ +Ġt áºŃp +Ġש ׾×Ļ +íķĺ ê²Į +Ġt Ãłi +ĠÐ ¯ +Ġr á»ĵi +ا Ùĥ +Ġth Æ°Æ¡ng +Ġ×Ķ ×ĸ×Ķ +ĠÙĪ ÙħÙĨ +à¸Ĺีà¹Ī มี +Ġcu á»Ļc +Ġbü yük +ãģ¨ ãģĭ +Ġ×ij ×Ļ×ķתר +Ġl ần +Ġgö re +Ġtr ợ +Ġ×ĺ ×ķ×ij +ÑĤÑĮ ÑģÑı +Ġth á»ijng +Ġ׼ ש +Ġti êu +Ġ×ŀ×IJ ×ķ×ĵ +Ø Ľ +k Äħ +Ġ à¹ĥà¸Ļ +Ġv ấn +Ġש ׾×ķ +ĠÄij á»ģu +Ùģ ت +Ġê²ĥ ìĿ´ +Ġh óa +ĠاÙĦع اÙħ +ĠÙĬ ÙĪÙħ +к ой +Ġbi á»ĩt +ÑģÑĤ о +Ġ×Ķ ×Ļ×ķ +à¸Ĺีà¹Ī à¸Īะ +Ġ×ĵ ×Ļ +Ġ×IJ ×ļ +Ġá n +ص ÙĪر +Ġtr ÃŃ +ĠÐŁÑĢ о +Ġl á»±c +ãģĹãģ¦ ãģĦãģ¾ãģĻ +Ġb Ãłi +Ġ×ĸ ×IJת +Ġb áo +à¸ļ à¸Ļ +ĠëĮĢ íķľ +Ġti ế +Ġtiế ng +Ġb ên +ãģķãĤĮ ãĤĭ +s ión +Ġt ìm +×¢ ×ķ +m é +ни Ñı +ãģ» ãģ© +Ġà¹Ģà¸ŀ ราะ +ب Ø© +Ġë¶ Ħ +Ġ×IJ ×ĸ +à¸Ĺ à¹Īาà¸Ļ +ת ×Ŀ +Ġth êm +Ġho ạt +y ı +×ĸ ×ķ +Ġgi á»Ŀ +Ġb án +à¸Ĥ าย +Ñĩ а +Ġ à¹Ĩ +ĠاÙĦÙħ ت +ĠоÑĩ енÑĮ +Ġb ất +Ġtr ẻ +ÑĤ ÑĢ +ĠØ£ ÙĨÙĩ +ĠØ« Ùħ +Ġ׼ ×ŀ×Ķ +Ġkh ó +Ġr ằng +ĠÙĪ ÙģÙĬ +ни й +Ġho Ãłn +t ó +Ġ×IJ שר +ĠìĥĿ ê°ģ +Ñģ а +Ġ׼ ×ijר +ĠÑįÑĤ ом +lar ının +Ġch Æ°a +з и +Ġd ẫn +ĠÐļ ак +ج ÙĪ +ĠбÑĭ ло +ĠÙĬ ت +n ı +ÅĤ am +ĠÙĪÙĩ ÙĪ +×ij ×ķ +п и +ר ת +Ġqu á»ijc +ж д +ĠÄij Æ¡n +Ùĥت ب +Ġm ắt +ระ à¸ļ +ระà¸ļ à¸ļ +ĠÙĥ اÙĨت +Ġth ân +สิà¸Ļ à¸Ħà¹īา +×Ĵ ×Ļ +Ġph Æ°Æ¡ng +à¹Ħมà¹Ī à¹Ħà¸Ķà¹ī +ĠìĦ ± +ĠC ác +Ġ×Ķ×ŀ ×ķ +ĠÑĤ ем +Ġ×ĵ ×ķ +à¸Ńะ à¹Ħร +Ġv Äĥn +ãģª ãģ®ãģ§ +ĠN á»Ļi +Ġ×¢ ×ķ +ãĤīãĤĮ ãĤĭ +Ġs áng +Ġgö ster +ãģĵãģ¨ ãĤĴ +Ġtaraf ından +Ġм а +ĠпоÑģл е +Ġ׳ ×Ļת +Ġ׳×Ļת ף +Ġл еÑĤ +Ġ׾ ׳×ķ +Ñģ Ñģ +Ġ×Ļ ×ķ +п е +ĠÙĪ ÙĦÙĥ +ĠÙĪÙĦÙĥ ÙĨ +Ġngo Ãłi +ĠÄij á»ĭa +r zÄħd +dz iaÅĤ +ĠÙħ ر +иÑĤÑĮ ÑģÑı +Ġ×IJ×Ĺר ×Ļ +Ġ׾ ׼׾ +à¸Ĥ à¹īà¸Ńม +à¸Ĥà¹īà¸Ńม ูล +Ġб ол +Ġбол ее +جÙħ ع +л еÑĤ +Ġl á»ĭch +ĠÙħ Ø«ÙĦ +Ġ그리 ê³ł +Ġth ứ +ĠdeÄŁ il +ÙĪ ØŃ +Ġש׾ ×ļ +ĠÙħ ØŃÙħد +Ġn ếu +ĠÄij á»ķi +Ġv ừa +Ġm á»įi +Ġо ни +Ġl úc +ĠÙĬ ÙĥÙĪÙĨ +ì§ Ī +Ġש׾ ׳×ķ +ĠÐĶ о +Ġש ׳×Ļ +ล ิ +×IJ פשר +Ġs ức +ê¶ Į +Ġ ứng +à¹Ħมà¹Ī มี +Ø·ÙĦ ب +ĠÑĩ ем +Ġch uyên +Ġth ÃŃch +Ġ×ķ ×Ļ +íķ © +ĠÙħ صر +д о +ĠÄij ất +Ġch ế +à¸Ĭ ืà¹Īà¸Ń +Ġìĭ ł +ĠØ¥ ذا +Ġر ئÙĬس +Ġש ×Ļש +Ġgiả m +Ñģ ка +lar ında +Ġs ợ +ĠtÃŃ ch +ĠÙĦ ÙĥÙĨ +Ġب Ùħ +×¢ ×ķ×ij +×¢×ķ×ij ×ĵ +ÅĤÄħ cz +ları na +Ġש ×Ŀ +ĠÙĦ ت +Ġש×Ķ ×ķ×IJ +t ów +Ġëĭ¤ 른 +ĠØ£ Ùĥثر +ãģ® ãģ§ãģĻ +׼ ×Ļ×Ŀ +ĠolduÄŁ unu +ãģĭ ãģª +ãĤĤ ãģĨ +ÙĬ ØŃ +Ġnh ìn +Ġngh á»ĩ +ãģ«ãģª ãģ£ãģ¦ +п а +Ġquy ết +ÙĦ ÙĤ +t á +Ġlu ôn +ĠÄij ặc +Ġ×IJ ר +Ġtu á»ķi +s ão +ìĻ ¸ +ر د +ĠبÙĩ ا +Ġ×Ķ×Ļ ×ķ×Ŀ +×ķ ×ķ×Ļ +ãģ§ãģĻ ãģŃ +ĠÑĤ ого +Ġth ủ +ãģĹãģŁ ãģĦ +ر ÙĤ +Ġb ắt +г Ñĥ +Ġtá» Ń +ÑĪ а +Ġ à¸Ľà¸µ +Ġ×Ķ×IJ ×Ŀ +íı ¬ +ż a +Ġ×IJת ×Ķ +Ġn á»Ļi +Ġph ÃŃ +ĠÅŁek ilde +Ġl á»Ŀi +d ıģı +Ġ׼×IJ ף +Ġt üm +Ġm ạnh +ĠM ỹ +ãģĿ ãĤĵãģª +Ġnh á»ı +ãģª ãģĮãĤī +Ġb ình +ı p +à¸ŀ า +ĠÄij ánh +ĠÙĪ ÙĦ +ר ×ķת +Ġ×IJ ×Ļ×ļ +Ġch uyá»ĥn +Ùĥ ا +ãĤĮ ãĤĭ +à¹ģม à¹Ī +ãĤĪ ãģı +ĠÙĪ ÙĤد +íĸ Īëĭ¤ +Ġn Æ¡i +ãģ«ãĤĪ ãģ£ãģ¦ +Ġvi ết +Ġà¹Ģà¸ŀ ืà¹Īà¸Ń +ëIJĺ ëĬĶ +اد ÙĬ +ĠÙģ Ø¥ÙĨ +ì¦ Ŀ +ĠÄij ặt +Ġh Æ°á»Ľng +Ġx ã +Ġönem li +ãģł ãģ¨ +Ġm ẹ +Ġ×ij ×Ļ +Ġ×ĵ ×ijר +Ġv áºŃt +ĠÄij ạo +Ġdá»± ng +ĠÑĤ ом +ĠÙģÙĬ Ùĩا +Ġج ÙħÙĬع +Ġthu áºŃt +st ÄĻp +Ġti ết +Ø´ ÙĬ +Ġе Ñīе +ãģĻãĤĭ ãģ¨ +ĠmÃł u +ĠÑįÑĤ ого +Ġv ô +ĠÐŃ ÑĤо +Ġth áºŃt +Ġn ữa +Ġbi ến +Ġn ữ +Ġ׾ ׼×Ŀ +×Ļ ×Ļף +Ġس ت +ĠÐŀ ÑĤ +Ġph ụ +ê¹Į ì§Ģ +Ġ׾ ×ļ +Ġk ỳ +à¹ĥ à¸Ħร +Ġg ây +ĠÙĦ ÙĦÙħ +Ġtụ c +ت ÙĬÙĨ +Ġtr ợ +Ġ׾ פ×Ļ +Ġb á»ij +ĠÐļ а +ĠÄij ình +ow Äħ +s ında +Ġkhi ến +s ız +Ġк огда +ס ׾ +ĠбÑĭ л +à¸Ļ à¹īà¸Ńย +обÑĢаР· +Ġê²ĥ ìĿ´ëĭ¤ +ëĵ¤ ìĿĢ +ãģ¸ ãģ® +Ġà¹Ģม ืà¹Īà¸Ń +Ġph ục +Ġ׊׾ק +Ġh ết +ĠÄij a +à¹Ģà¸Ķà¹ĩ à¸ģ +íĺ ķ +l ÃŃ +ê¸ ī +Ġع دد +ĠÄij á»ĵ +Ġg ần +Ġ×Ļ ×ķ×Ŀ +Ġs Ä© +ÑĢ Ñıд 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+ส าย +ì² ľ +×ŀ ×ķר +Ġph ân +ס פק +ק ×ij׾ +ĠاÙĦÙħ تØŃ +ĠاÙĦÙħتØŃ Ø¯Ø© +ائ د +Ġ×IJ ×ŀר +Ġki ÅŁi +ì¤ Ģ +Ġtr uyá»ģn +ĠÙĦ Ùĩا +ĠÐľ а +à¸ļริ ษ +à¸ļริษ ั +à¸ļริษั à¸Ĺ +Ġש ׳×Ļ×Ŀ +Ġмен Ñı +ÅŁ e +Ġdi á»ĩn +Ġ×IJ׳ ×Ĺ׳×ķ +k ü +Ġc á»ķ +Ġm á»Ĺi +w ä +Ùħ ÙĬ +Ġhi á»ĥu +ëĭ ¬ +Ġ×Ķ ×Ĺ׾ +Ġt ên +Ġki á»ĩn +ÙĨ ÙĤÙĦ +Ġv á»ĩ +×ĵ ת +ĠÐłÐ¾ÑģÑģ ии +л Ñĥ +ĠاÙĦع ربÙĬØ© +ĠØ· رÙĬÙĤ +Ġ×Ķ×ij ×Ļת +Ñģ еÑĢ +Ġм не +ä u +Ġtri á»ĩu +ĠÄij ủ +Ġר ×ij +ت ÙĩÙħ +à¸ĭ ี +Ġì§Ģ ê¸Ī +li ÅĽmy +د عÙħ +ãģł ãĤįãģĨ +Ñģки е +Ġh á»ıi +Ġק ×ķ +ÑĢÑĥ Ñģ +ÙĨ ظر +ãģ® ãĤĤ +Ġ×Ķ ׼×Ļ +ĠìĽ IJ +ÙĪ Ùĩ +ĠÙĪ Ùİ +ĠB ạn +п лаÑĤ +Ġ×ŀ ×ŀש +лÑİ Ð± +ĠнÑĥж но +Ġth Æ° +ãģ µ +ãģı ãĤīãģĦ +ر Ø´ +ר ×ķ×Ĺ +ĠÙĬ تÙħ +Ġצר ×Ļ×ļ +Ġph á +ม à¸Ńà¸ĩ +Ġ×ij×IJ ×ķפף +Ġcả nh +Ġíķľ ëĭ¤ +Ġ×Ķ×ŀ ת +à¸ķà¹Īาà¸ĩ à¹Ĩ +มี à¸ģาร +Ñģки Ñħ +ĠÐĴ Ñģе +Ġا ÙĪ +ج ÙĬ +ãģĵãģ¨ ãģ¯ +Ġd Ãłi +Ġh á»ĵ +èĩªåĪĨ ãģ® +à¹Ħ หà¸Ļ +ëĵ¤ ìĿĦ +ĠV Äĥn +Ġд аж +Ġдаж е +Ñĭ ми +лаÑģ ÑĮ +ÙĬ ÙĪÙĨ +ÙĨ ÙĪ +c ó +ãģĹãģ¦ ãģĦãģŁ +ãģł ãģĭãĤī +طاÙĦ ب +Ġc á»Ńa +п ÑĢоÑģ +ãģªãģ© ãģ® +รุ à¹Īà¸Ļ +Ġchi ếc +л Ñĭ +ĠÑıвлÑı еÑĤÑģÑı +Ġn á»ķi +ãģ® ãģĬ +Ġ×IJת ×Ŀ +ĠëķĮ문 ìĹIJ +à¸ģล าà¸ĩ +ĠbaÅŁ ka +ìĦ Ŀ +ĠÑĨ ел +Ùģ ÙĤ +ãģ«ãĤĪ ãĤĭ +ÙĤ ا +Ġçı kar +Ġcứ u +Ø· ا +Ġש ת +à¹Ĥ à¸Ħ +Ġ×ŀ ׾ +Ġ×Ķ פר +Ġг де +ĠØ® Ø· +åīį ãģ« +c jÄĻ +Ġ׊ש×ķ×ij +ר×Ĵ ×¢ +Ġkho ảng +ĠÄij á»Ŀi +ĠÐł е +Ġо на +Ġ×IJ ׳×ķ +ãģ® ãģ« +ĠاÙĦØ° ÙĬÙĨ +кÑĥ п +ãĤµ ãĥ¼ãĥ +ãĤµãĥ¼ãĥ ĵ +ãĤµãĥ¼ãĥĵ ãĤ¹ +в ал +г е +Ġgi ữa +ĠKh ông +ĠâĹ ĭ +à¸ģล ุà¹Īม +ĠÙħÙĨ Ø° +à¸Ń à¹Īาà¸Ļ +ĠÑģп оÑģоб +ĠÄij á»Ļi +Ġdi ÄŁer +Ġ à¸ĸà¹īา +Ùħ Ø«ÙĦ +Ġ×Ķ×IJ ×Ļ +Ġد ÙĪÙĨ +ÙĬر اÙĨ +Ñī и +بÙĨ اء +ĠØ¢ خر +ظ Ùĩر +Ġ×ij ׼ +ĠاÙĦÙħ ع +ãĥ Ĵ +Ġt ất +Ġm ục +ĠdoÄŁ ru +ãģŁ ãĤī +Ġס ×ķ +Ġx ác +ร à¸Ń +ĠcÄĥ n +Ġон л +Ġонл айн +Ġk ý +Ġch ân +Ġ à¹Ħมà¹Ī +اØŃ Ø© +r án +׳×Ļ ×Ļ×Ŀ +Ġ×ij ף +ĠÐ ĸ +à¸ķร à¸ĩ +д Ñĭ +Ġs ắc +ÙĦ ت +ãĥŃ ãĥ¼ +ĠÙĦ ÙĨ +Ġר ×ķ +Ġd Æ°á»Ľi +à¹Ģ à¸ĺ +à¹Ģà¸ĺ à¸Ń +e ÄŁi +Ġ×ķ ש +ĠÙĦ Ø£ +Ġg ặp +Ġc á»ij +ãģ¨ ãģ¦ãĤĤ +رÙĪ س +Ġ׾×Ķ ×Ļ +Ġë³ ¸ +ä¸Ĭ ãģĴ +Ġm ức +Ñħ а +Ġìŀ ¬ +à¸ī ัà¸Ļ +ÑĢÑĥ ж +Ġaç ık +ÙĪ اÙĦ +Ġ×ĸ ×ŀף +人 ãģ¯ +ع ÙĬÙĨ +Ñı Ñħ +Ġ×Ĵ×ĵ ×ķ׾ +ר ×ķ×ij +g ó +ëĿ¼ ê³ł +Ġark adaÅŁ +ÙĨ شر +Ġгод Ñĥ +ĠболÑĮ ÑĪе +ãģ¡ãĤĩ ãģ£ãģ¨ +Ġcâ u 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Ñĭе +ëĤ ł +Ġв ам +بÙĦ غ +Ġê°Ļ ìĿĢ +íĮ IJ +ÙĦ ب +Ġnas ıl +Ġод ин +м ан +ĠعÙĦÙĬ Ùĩا +б и +Ġפ ש×ķ×ĺ +×ijר ×Ļ +Ġש ׳×Ķ +Ġëı Ħ +ĠÄIJ ại +Ġ×IJ×ķת ×Ŀ +ĠاÙĦØŃ Ø± +Ġб о +à¸Ī ุà¸Ķ +Ġr õ +ĠdeÄŁi ÅŁ +Ġëĭ ¨ +ĠÑģлÑĥÑĩ а +ĠÑģлÑĥÑĩа е +Ġ×IJ׳ ש×Ļ×Ŀ +×ĵ ×£ +ש×ij ת +Ġש׾ ׼×Ŀ +Ġch ú +nik ów +Ġtan ı +Ġcá o +ĠÄij á +Ġ×IJ ×ĵ×Ŀ +Ġê° ķ +Ġnhi á»ĩm +Ġ׾ ס +Ġ×Ľ×ª ×ij +Ġ×Ķס פר +ĠÄij Äĥng +Ġë ijIJ +à¸ľ ิ +à¸ľà¸´ ว +ج ا +Ġê° IJ +ر Ø£ +ست خدÙħ +ãģ«ãģªãĤĬ ãģ¾ãģĻ +Ġtá» · +×ĺ ×ķר +г овоÑĢ +Ġв оÑģ +ĠÙħÙĨ Ùĩا +иÑĢов аÑĤÑĮ +ĠÄij ầy +׳ ×Ĵ +ĠÙħ ÙĪ +ĠÙħ ÙĪÙĤع +ר׼ ×Ļ +ت Ùı +ëª ¨ +Ġת ×ķ +ÙĬا Ùĭ +à¹ĥ à¸Ķ +ãĤĬ ãģ¾ãģĻ +à¸Ńยูà¹Ī à¹ĥà¸Ļ +ĠØ£ ÙĪÙĦ +ĠØ£ خرÙī +Ġc Æ° +ص ار +×ŀ׊ש×ij +б ÑĢа +ÅĦ ski +б ÑĢ +ĠÙĬ Ùı +à¸ģ ิà¸Ļ +Ġch á»ijng +Ùħ Ùı +Ġ à¸Ħืà¸Ń +Ġت ÙĨ +t ÃŃ +y Äĩ +Ġm ạng +Ùģ ÙĪ +Ġdü nya +ק ר×IJ +Ġק ׾ +ĠØŃ Ø§ÙĦ +c ÃŃa +Ġà¹Ģ รา +Ġר ×ķצ×Ķ +Ġá p +ë° ķ +ا ÙĤØ© +ни Ñİ +Ġ×IJ ׾×ķ +Ġ×ŀס ×ķ +ãģ§ãģ¯ ãģªãģı +Ġtr ả +Ġק שר +mi ÅŁtir +Ġl Æ°u +Ġh á»Ĺ +ĠбÑĭ ли +Ġl ấy +عÙĦ Ùħ +Ġö zel +æ°Ĺ ãģĮ +Ġ×ĵ ר×ļ +Ùħ د +s ını +׳ ×ķש×IJ +r ów +Ñĩ еÑĢ +êµIJ ìľ¡ +ĠÐľ о +л ег +ĠV Ỽi +วัà¸Ļ à¸Ļีà¹ī +ÑİÑī ие +ãģĬ ãģĻ +ãģĬãģĻ ãģĻ +ãģĬãģĻãģĻ ãĤģ +ëı ħ +Ġ×Ļ×Ķ ×Ļ×Ķ +×ŀ ×ĺר +Ñı ми +Ġl á»±a +ĠÄij ấu +à¹Ģส ียà¸ĩ +Ġt Æ°Æ¡ng +ëĵ ± +ĠÑģÑĤ аÑĢ +à¹ĥ à¸ļ +ว ัà¸Ķ +ĠÄ° stanbul +Ġ à¸Īะ +à¸ķ ลาà¸Ķ +Ġب ÙĬ +à¹ģà¸Ļ ะ +à¹ģà¸Ļะ à¸Ļำ +س اعد +Ġب Ø£ +Ġki á»ĥm +ØŃ Ø³Ø¨ +à¸Ĭั à¹īà¸Ļ +Ġ×ķ ×¢×ķ×ĵ +ов ÑĭÑħ +оÑģ нов +Ġtr Æ°á»Łng +צ ×ij×¢ +ĠÃŃ t +Ġk ỹ +cr é +Ñı м +êµ ° +ãģĮ ãģªãģĦ +ÙĬÙĦ Ø© +ãĥķ ãĤ£ +ر Ùī +ĠÙĬ جب +Ġ×IJ ×£ +Ġc á»±c +ãĤīãĤĮ ãģŁ +Ġ à¸ľà¸¹à¹ī +Ġ à¸Ń +lar ımız +Ġkad ın +Ġê·¸ ëŀĺ +Ġê·¸ëŀĺ ìĦľ +ĠëĺIJ ëĬĶ +ĠÄij ả +ĠÄijả m +Ġ×IJ ×ķ×ŀר +Ġy ếu +ci Äħ +ciÄħ g +Ġt á»ij +Ġש×IJ ׳×Ļ +Ġdz iaÅĤa +Ñī а +ĠÄij Ãłn +s ına +ãģĵãĤĮ ãģ¯ +Ġ×ij ׾×Ļ +Ġ×ij ×Ļשר×IJ׾ +л оÑģÑĮ +Ġgi ữ +ê° IJ +ÑĢ он +تج ار +г лав +в ин +Ġh ạn +Ġyapı lan +ب س +Ġ à¸ŀรà¹īà¸Ńม +ê´Ģ 리 +mÄ±ÅŁ tır +b ü +r ück +ĠBaÅŁkan ı +ĠÙĦ ÙĬس +Ġs Æ¡ +à¸Īัà¸ĩ หว +à¸Īัà¸ĩหว ัà¸Ķ +د اء +Ġ×Ķ ׼ +v ÃŃ +ש ×IJר +Ġh Æ°á»Łng +Ġb óng +ĠCh ÃŃnh +Äħ c +à¹Ģà¸ģีà¹Īยว à¸ģัà¸ļ +Ġtá» © +Ġtứ c +ĠÑĨ веÑĤ +Ġt á»iji +ĠnghÄ© a +ÙĦا عب +د ÙĦ +Ġפע ×Ŀ +h ör +à¸Ĭ 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×ķ×Ļ×ķת +ei ÃŁ +ãĥ ¨ +ìĥ Ī +ĠÃĩ a +Æ ¯ +ש ×Ĵ +ÙĬÙĨ Ø© +ร à¹īà¸Ńà¸ĩ +ãĤµ ãĥ³ +ÑĢоÑģÑģ ий +ÑĢоÑģÑģий Ñģк +a ÄŁa +ĠнаÑĩ ина +Ġص ÙĦÙī +à¸Ĺุà¸ģ à¸Ħà¸Ļ +íļĮ ìĤ¬ +Ġли ÑĨ +Ø´ ÙĬر +ĠØ´ÙĬ Ø¡ +ÙĬÙĨ ا +Ġפ ×Ĺ×ķת +Ġiçer is +Ġiçeris inde +ĠØ£ ØŃÙħد +Ġże by +ì´ Ŀ +Ġп оказ +Ġи менно +หà¸Ļัà¸ĩ ส +หà¸Ļัà¸ĩส ืà¸Ń +ĠÑĤÑĢ е +สัà¸ĩ à¸Ħม +Ø¥ ÙIJ +ãģĮ å¿ħè¦ģ +ÙĬÙij Ø© +פ צ +íĭ ° +ĠÙħ جاÙĦ +׳ פש +к ан +×Ĺ ×ķפ +×Ĺ×ķפ ש +ì²ĺ ëŁ¼ +ов аÑı +з ов +Ġh ạ +Ġdzi ÄĻki +×Ļר ×ķ +Ġ׾ ×ŀצ +Ġ׾×ŀצ ×ķ×IJ +×Ļ×ĵ ×ķ +Ġs ợ +Ġ׾×Ķ ×Ĵ×Ļ×¢ +ק ×ij×¢ +Ġchi á»ģu +ãĥŀ ãĤ¤ +Ġd Ãłng +à¹ģà¸Ł à¸Ļ +Ġü ye +×Ļ׳ ×Ĵ +à¹Ģรีย à¸ģ +ç§ģ ãģĮ +th é +ĠÑĦ илÑĮ +ĠÑĦилÑĮ м +ĠNg Ãły +Ġж ен +Ġжен Ñīин +ج ÙĬد +n ç +à¸Ľ รา +×Ļ×ŀ ×ķ +Ġn á»ģn +×IJ ×ķ׾×Ŀ +Ġвозмож ноÑģÑĤÑĮ +Ġëĭ¤ ìĭľ +è¦ĭ ãģŁ +à¸ĸ à¸Ļ +à¸ĸà¸Ļ à¸Ļ +mız ı +ĠÙħ جÙħÙĪعة +c jÄħ +ĠÐł Ф +à¸ģำ หà¸Ļ +à¸ģำหà¸Ļ à¸Ķ +ĠìŬ 기 +land ı +ни ÑĨ +ÑģÑĤв е +Ġ×ĵ ×ijר×Ļ×Ŀ +Ġsk ÅĤad +ãĤĬ ãģ¾ãģĹãģŁ +ĠоÑĤ кÑĢÑĭÑĤ +нÑı ÑĤ +ĠÑģво ей +à¸Ī ิà¸ķ +ĠкаÑĩеÑģÑĤв е +Ġet tiÄŁi +ìĤ¬ íķŃ +ĠاÙĦÙĬ ÙħÙĨ +иÑĩеÑģки й +ë¸ Į +Ġ×ij×IJר ×¥ +Ġا سÙħ 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+تط ÙĪÙĬر +Ġsay ı +ĠÑģ ейÑĩаÑģ +Ġ×IJ×Ĺר ת +ק ×ķפ×Ķ +ק×ķר ס +Ġس Ùħ +Ġ×ĺ ×Ļפ×ķ׾ +ìĿ´ëĿ¼ ëĬĶ +دراس Ø© +èµ· ãģĵ +×Ĺ ×Ļ׳ +×Ĺ×Ļ׳ ×ķ×ļ +×ĵ ק +Ġë§ ŀ +Ġком анд +ĠÐij о +Ġиг ÑĢÑĭ +à¸ļ ี +ĠØ£ Ùİ +в ен +ĠاÙĦج دÙĬد +ĠÙĦ Ø¥ +Ġ×ķ×IJ ׳×Ļ +Ġ×Ķס ×Ļ +иÑĩеÑģк ого +رÙĪ ØŃ +à¸ģาร ศึà¸ģษา +ĠTr Æ°á»Ŀng +иг ÑĢа +ıl ması +Ġм аÑģÑģ +ãģ¨ãģį ãģ« +à¸Ĺีà¹Ī à¸ľà¹Īาà¸Ļ +à¸Ĺีà¹Īà¸ľà¹Īาà¸Ļ มา +ĠاÙĦساب ÙĤ +Ġ×ŀ×¢ ×ĺ +в аÑĤÑĮ +m Ã¼ÅŁ +Ġ׾ ׼×ļ +Ġt á»ĭch +Ùģ ÙĩÙħ +تد رÙĬب +Ø´ Ùĥ +Ġ×ij ×ŀ×Ļ +Ġ×ij×ŀ×Ļ ×ķ×Ĺ×ĵ +ÙĤØ· اع +ãģª ãģĹ +×ķצ ×Ļ×IJ +ĠÙĪ سÙĬ +з Ñĥ +Ġy at +Ġyat ırım +ë§ İ +Ġth ắng +ãģĬ 客 +ãģĬ客 æ§ĺ +ĠThi ên +ãģ«å¯¾ ãģĹãģ¦ +ÑĢ иÑģ +ÙĨت ائ +ÙĨتائ ج +Ġ×ŀ שר +Ġ×ŀשר ×ĵ +Ġتع اÙĦ +ĠتعاÙĦ Ùī +ש ׳×Ļ +Ùĩ اÙħ +×IJ׳ ש×Ļ×Ŀ +Ġżyc ia +ĠÑĢÑĥб лей +ÙĬ ض +Ġkat ıl +ĠÙħ ÙĪضÙĪع +Ġvard ır +ĠÙħÙĨ Ø·ÙĤØ© +ĠTr ần +Ġв еÑģ +ü p +Ùħ ÙĪÙĨ +ÑĪ ли +Ġn óng +Ø® ÙĦÙģ +ĠС ÑĤа +Ġд оÑĢ +ĠдоÑĢ ог +ĠwÅĤa ÅĽnie +eÄŁ in +Ġhi á»ĥm +ĠС ам +ê»ĺ ìĦľ +ĠÑĦ а +ãģ» ãģĨ +ãģ»ãģĨ ãģĮ +×ķפ ×Ļ×¢ +ê° Ī +د ÙĪÙĦ +Ġthu ê +Ġch á»Ĺ +Ġëĭ¹ ìĭł +ãģij ãĤĮ +ãģijãĤĮ ãģ© +ë³´ íĺ¸ +ãģķãĤĮ 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a/training_logs/20260612_220132_metrics_job_628826.csv b/training_logs/20260612_220132_metrics_job_628826.csv new file mode 100644 index 0000000..15b481d --- /dev/null +++ b/training_logs/20260612_220132_metrics_job_628826.csv @@ -0,0 +1,19 @@ 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b/training_logs/20260612_220132_metrics_report.md new file mode 100644 index 0000000..6dc7cc4 --- /dev/null +++ b/training_logs/20260612_220132_metrics_report.md @@ -0,0 +1,392 @@ +# SkyRL Training Metrics Analysis + +Generated from 4 log files + +## Overview + +| Log File | Total Steps | Metric Blocks | Final Reward (mean) | Final Reward (max) | Total Time (s) | +|----------|-------------|---------------|---------------------|-------------------|----------------| +| job_628823 | 27 | 27 | 0.4447 | 0.7695 | 40599.0 | +| job_628824 | 53 | 27 | 0.4415 | 0.5918 | 41370.3 | +| job_628825 | 62 | 10 | 0.2861 | 0.4746 | 40760.4 | +| job_628826 | 80 | 18 | 0.4392 | 0.7715 | 31912.3 | + +## Async Metrics + +| | Mean | Std | Min | Max | Count | +|:------------------------------|-----------:|---------:|------:|------:|--------:| +| async/discard_rate | 0 | 0 | 0 | 0 | 82 | +| async/discarded_count | 0 | 0 | 0 | 0 | 82 | +| async/effective_batch_groups | 64 | 0 | 64 | 64 | 82 | +| async/effective_batch_samples | 512 | 0 | 512 | 512 | 82 | +| async/staleness_max | 3.28049 | 1.06891 | 0 | 6 | 82 | +| async/staleness_mean | 1.68046 | 0.550336 | 0 | 4 | 82 | +| async/staleness_min | 0.134146 | 0.603737 | 0 | 4 | 82 | +| async/staleness_ratio | 0.861278 | 0.19627 | 0 | 1 | 82 | + +## Generate Metrics + +| | Mean | Std | Min | Max | Count | +|:-------------------------------------|-----------:|---------:|---------:|---------:|--------:| +| generate/avg_num_tokens | 4140.68 | 964.063 | 1476.57 | 5649.51 | 82 | +| generate/avg_tokens_non_zero_rewards | 4359.18 | 680.881 | 2851.3 | 5970.64 | 82 | +| generate/avg_tokens_zero_rewards | 4079.29 | 1145.8 | 1023.09 | 5838.63 | 82 | +| generate/max_num_tokens | 30066.1 | 4389.61 | 13369 | 31844 | 82 | +| generate/min_num_tokens | 32.2195 | 198.741 | 1 | 1316 | 82 | +| generate/std_num_tokens | 3878.95 | 724.206 | 2062.28 | 5375.27 | 82 | + +## Loss Metrics + +| | Mean | Std | Min | Max | Count | +|:----------------------------|----------:|----------:|--------:|-------:|--------:| +| loss/avg_final_rewards | 0.423117 | 0.108373 | 0.1191 | 0.7715 | 82 | +| loss/avg_raw_advantages | 0.0113988 | 0.021723 | -0.0129 | 0.0952 | 82 | +| loss/avg_raw_advantages_abs | 0.104518 | 0.0323332 | 0.0106 | 0.2013 | 82 | + +## Policy Metrics + +| | Mean | Std | Min | Max | Count | +|:----------------------------|-------------:|------------:|--------:|-------:|--------:| +| policy/final_loss | -8.65854e-05 | 0.000207133 | -0.0009 | 0 | 82 | +| policy/log_ratio_abs_max | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_mean | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_p99 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos00 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos10 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos20 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos30 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos40 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos50 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos60 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos70 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos80 | 0 | 0 | 0 | 0 | 82 | +| policy/log_ratio_abs_pos90 | 0 | 0 | 0 | 0 | 82 | +| policy/n_tokens_dp_gt_10pct | 0 | 0 | 0 | 0 | 82 | +| policy/n_tokens_dp_gt_1pct | 0 | 0 | 0 | 0 | 82 | +| policy/n_tokens_dp_gt_50pct | 0 | 0 | 0 | 0 | 82 | +| policy/policy_entropy | 0.113544 | 0.0196945 | 0.054 | 0.1366 | 82 | +| policy/policy_loss | -0.00551951 | 0.0127705 | -0.0567 | 0 | 82 | +| policy/policy_lr | 0 | 0 | 0 | 0 | 82 | +| policy/policy_update_steps | 1 | 0 | 1 | 1 | 82 | +| policy/ppo_clip_ratio | 0 | 0 | 0 | 0 | 82 | +| policy/raw_grad_norm | 0.0170537 | 0.00539994 | 0.008 | 0.0536 | 82 | + +## Reward Metrics + +| | Mean | Std | Min | Max | Count | +|:----------------------|---------:|----------:|-------:|-------:|--------:| +| reward/avg_pass_at_8 | 0.541405 | 0.0905809 | 0.3281 | 0.8281 | 82 | +| reward/avg_raw_reward | 0.423117 | 0.108373 | 0.1191 | 0.7715 | 82 | + +## System Metrics + +| | Mean | Std | Min | Max | Count | +|:------------------------|---------:|-------------:|---------:|---------:|--------:| +| system/process_rss_gb | 14.4693 | 1.40257 | 9.7812 | 17.1838 | 82 | +| system/process_vms_gb | 51.5833 | 0.759579 | 50.2029 | 53.3813 | 82 | +| system/ram_available_gb | 568.401 | 23.2428 | 536.837 | 626.327 | 82 | +| system/ram_percent | 33.7439 | 2.70948 | 27 | 37.4 | 82 | +| system/ram_total_gb | 857.968 | 1.14386e-13 | 857.968 | 857.968 | 82 | +| system/ram_used_gb | 289.566 | 23.2428 | 231.64 | 321.13 | 82 | + +## Timing Metrics + +| | Mean | Std | Min | Max | Count | +|:--------------------------------------|-------------:|-------------:|---------:|----------:|--------:| +| timing/compute_advantages_and_returns | 0.0824878 | 0.0302697 | 0.0389 | 0.2346 | 82 | +| timing/convert_to_training_input | 4.44468 | 0.639779 | 1.9872 | 5.7156 | 82 | +| timing/fwd_logprobs_values_reward | 31.1934 | 14.3675 | 13.9888 | 148.12 | 82 | +| timing/policy_train | 178.7 | 35.655 | 89.1352 | 249.186 | 82 | +| timing/run_training | 210.243 | 42.58 | 103.356 | 306.846 | 82 | +| timing/step | 1885.88 | 1071.01 | 710.547 | 7430.96 | 82 | +| timing/sync_weights | 22.7287 | 2.34342 | 17.454 | 28.164 | 82 | +| timing/train_critic_and_policy | 178.967 | 35.6753 | 89.3191 | 249.423 | 82 | +| timing/wait_for_generation_buffer | 1648.46 | 1089.83 | 448.748 | 7102.07 | 82 | +| timing/cleanup_old_checkpoints | 20.7478 | 124.52 | 0.0077 | 788.255 | 40 | +| timing/save_checkpoints | 35.0582 | 136.626 | 7.892 | 873.951 | 40 | +| timing/save_hf_model | 8.11335 | 6.74447 | 5.7822 | 33.3153 | 16 | + +## Trainer Metrics + +| | Mean | Std | Min | Max | Count | +|:--------------------|-----------:|----------:|------:|------:|--------:| +| trainer/epoch | 0.0243902 | 0.155207 | 0 | 1 | 82 | +| trainer/global_step | 40.4878 | 23.0401 | 1 | 80 | 82 | + +## Batch_Errors Metrics + +| | Mean | Std | Min | Max | Count | +|:----------------------------------------------|------------:|--------------:|------------:|------------:|--------:| +| batch_errors/total_batches | 61.378 | 10.9518 | 16 | 122 | 82 | +| batch_errors/total_instances | 491.024 | 87.6143 | 128 | 976 | 82 | +| batch_errors/total_successful | 414.378 | 106.966 | 85 | 943 | 82 | +| batch_errors/total_failed | 22.8902 | 12.5502 | 10 | 59 | 82 | +| batch_errors/total_masked | 65.6098 | 48.9638 | 13 | 239 | 82 | +| batch_errors/avg_VerifierTimeoutError | 0.212868 | 0.287732 | 0.0153846 | 1.1129 | 62 | +| batch_errors/total_VerifierTimeoutError | 11.9194 | 16.382 | 1 | 69 | 62 | +| batch_errors/avg_RuntimeError | 0.0780424 | 0.0380127 | 0.015625 | 0.140351 | 9 | +| batch_errors/total_RuntimeError | 5 | 2 | 1 | 8 | 9 | +| batch_errors/avg_ContextLengthExceededError | 0.102943 | 0.0715027 | 0.015625 | 0.403509 | 80 | +| batch_errors/total_ContextLengthExceededError | 6.325 | 4.32472 | 1 | 23 | 80 | +| batch_errors/avg_InvalidChatHistory | 0.709029 | 0.397476 | 0.0793651 | 1.80702 | 82 | +| batch_errors/total_InvalidChatHistory | 43 | 24.6957 | 5 | 103 | 82 | +| batch_errors/avg_AgentTimeoutError | 0.404978 | 0.812804 | 0.015625 | 3.06452 | 70 | +| batch_errors/total_AgentTimeoutError | 23.1429 | 49.3504 | 1 | 190 | 70 | +| batch_errors/avg_AgentSetupTimeoutError | 0.0897322 | 0.129154 | 0.015625 | 0.507246 | 29 | +| batch_errors/total_AgentSetupTimeoutError | 4.65517 | 7.22731 | 1 | 35 | 29 | +| batch_errors/avg_DaytonaAuthenticationError | 0.0464813 | 0.0260413 | 0.016129 | 0.101695 | 12 | +| batch_errors/total_DaytonaAuthenticationError | 2.33333 | 1.66969 | 1 | 6 | 12 | +| batch_errors/avg_DaytonaNotFoundError | 0.016129 | nan | 0.016129 | 0.016129 | 1 | +| batch_errors/total_DaytonaNotFoundError | 1 | nan | 1 | 1 | 1 | +| batch_errors/avg_DaytonaError | 0.0164326 | 0.000994804 | 0.015625 | 0.0175439 | 3 | +| batch_errors/total_DaytonaError | 1 | 0 | 1 | 1 | 3 | + +## Training Progression by Log + +### job_628823 + +| Step | Reward | Pass@8 | KL | Loss | Step Time (s) | Gen Wait (s) | +|------|--------|--------|-----|------|---------------|-------------| +| 1 | 0.7695 | 0.8281 | 0.000000 | 0.0000 | 3057.6 | 2847.4 | +| 2 | 0.4316 | 0.5781 | 0.000000 | -0.0001 | 1974.6 | 1674.5 | +| 3 | 0.3223 | 0.4375 | 0.000000 | -0.0000 | 764.6 | 448.7 | +| 4 | 0.4414 | 0.5625 | 0.000000 | -0.0000 | 1688.5 | 1436.7 | +| 5 | 0.3984 | 0.5000 | 0.000000 | -0.0000 | 1372.0 | 1100.7 | +| 6 | 0.4727 | 0.5781 | 0.000000 | 0.0000 | 1345.3 | 1049.0 | +| 7 | 0.5352 | 0.6250 | 0.000000 | -0.0000 | 1358.4 | 1111.0 | +| 8 | 0.4551 | 0.5625 | 0.000000 | -0.0000 | 1520.6 | 1224.2 | +| 9 | 0.3867 | 0.4844 | 0.000000 | -0.0000 | 1325.5 | 1083.5 | +| 10 | 0.4590 | 0.5625 | 0.000000 | -0.0000 | 1527.1 | 1243.8 | +| 11 | 0.4961 | 0.6875 | 0.000000 | -0.0000 | 1372.1 | 1128.0 | +| 12 | 0.4102 | 0.5000 | 0.000000 | 0.0000 | 1553.8 | 1251.6 | +| 13 | 0.4023 | 0.5781 | 0.000000 | -0.0000 | 1401.1 | 1096.5 | +| 14 | 0.4160 | 0.5625 | 0.000000 | -0.0000 | 1386.3 | 1113.5 | +| 15 | 0.4844 | 0.5625 | 0.000000 | 0.0000 | 1415.7 | 1160.7 | +| 16 | 0.4512 | 0.5938 | 0.000000 | 0.0000 | 1435.3 | 1156.5 | +| 17 | 0.3633 | 0.5156 | 0.000000 | 0.0000 | 1238.7 | 930.7 | +| 18 | 0.4941 | 0.6094 | 0.000000 | 0.0000 | 1604.5 | 1338.2 | +| 19 | 0.3633 | 0.4844 | 0.000000 | -0.0000 | 1704.6 | 1415.3 | +| 20 | 0.3359 | 0.4219 | 0.000000 | -0.0000 | 1244.0 | 998.0 | +| 21 | 0.4414 | 0.5781 | 0.000000 | -0.0000 | 1850.9 | 1594.7 | +| 22 | 0.4355 | 0.5156 | 0.000000 | -0.0000 | 1397.3 | 1080.5 | +| 23 | 0.3359 | 0.5000 | 0.000000 | -0.0000 | 1504.8 | 1261.4 | +| 24 | 0.4746 | 0.5625 | 0.000000 | -0.0000 | 1700.5 | 1460.9 | +| 25 | 0.3633 | 0.5000 | 0.000000 | -0.0001 | 1624.9 | 1359.2 | +| 26 | 0.5430 | 0.6719 | 0.000000 | -0.0001 | 995.4 | 773.4 | +| 27 | 0.5254 | 0.6406 | 0.000000 | -0.0001 | 1234.8 | 993.9 | + +### job_628824 + +| Step | Reward | Pass@8 | KL | Loss | Step Time (s) | Gen Wait (s) | +|------|--------|--------|-----|------|---------------|-------------| +| 27 | 0.5879 | 0.6250 | 0.000000 | -0.0001 | 4078.7 | 3842.9 | +| 28 | 0.3770 | 0.5000 | 0.000000 | -0.0001 | 1263.0 | 1008.9 | +| 29 | 0.4277 | 0.5469 | 0.000000 | 0.0000 | 1068.8 | 792.5 | +| 30 | 0.4375 | 0.5156 | 0.000000 | -0.0001 | 1539.5 | 1315.8 | +| 31 | 0.4531 | 0.5312 | 0.000000 | 0.0000 | 1535.1 | 1274.5 | +| 32 | 0.3320 | 0.4844 | 0.000000 | -0.0001 | 1701.1 | 1466.6 | +| 33 | 0.4023 | 0.4844 | 0.000000 | 0.0000 | 1470.0 | 1220.7 | +| 34 | 0.4180 | 0.4844 | 0.000000 | -0.0000 | 1363.7 | 1119.2 | +| 35 | 0.4316 | 0.5781 | 0.000000 | 0.0000 | 1421.4 | 1186.7 | +| 36 | 0.4141 | 0.5469 | 0.000000 | -0.0000 | 1687.0 | 1439.7 | +| 37 | 0.4512 | 0.5469 | 0.000000 | -0.0000 | 1634.9 | 1394.5 | +| 38 | 0.5918 | 0.7344 | 0.000000 | 0.0000 | 1204.9 | 971.6 | +| 39 | 0.4766 | 0.5469 | 0.000000 | 0.0000 | 1350.2 | 1096.7 | +| 40 | 0.4180 | 0.5625 | 0.000000 | -0.0000 | 1518.6 | 1271.4 | +| 41 | 0.3906 | 0.5156 | 0.000000 | -0.0000 | 1695.8 | 1427.1 | +| 42 | 0.3965 | 0.5469 | 0.000000 | 0.0000 | 1186.0 | 926.3 | +| 43 | 0.4590 | 0.5312 | 0.000000 | -0.0000 | 1288.4 | 1028.0 | +| 44 | 0.5645 | 0.6406 | 0.000000 | -0.0000 | 1113.2 | 888.1 | +| 45 | 0.4570 | 0.5625 | 0.000000 | 0.0000 | 1357.3 | 1111.4 | +| 46 | 0.4883 | 0.5625 | 0.000000 | 0.0000 | 1268.2 | 1044.4 | +| 47 | 0.4434 | 0.5781 | 0.000000 | 0.0000 | 1545.0 | 1273.0 | +| 48 | 0.4355 | 0.5938 | 0.000000 | -0.0000 | 1623.9 | 1389.0 | +| 49 | 0.4336 | 0.5156 | 0.000000 | 0.0000 | 1295.4 | 1047.7 | +| 50 | 0.4141 | 0.5000 | 0.000000 | -0.0000 | 1512.6 | 1282.3 | +| 51 | 0.4121 | 0.5312 | 0.000000 | -0.0000 | 1530.0 | 1323.1 | +| 52 | 0.3945 | 0.5312 | 0.000000 | -0.0000 | 1451.4 | 1226.7 | +| 53 | 0.4121 | 0.4844 | 0.000000 | 0.0000 | 1666.3 | 1423.3 | + +### job_628825 + +| Step | Reward | Pass@8 | KL | Loss | Step Time (s) | Gen Wait (s) | +|------|--------|--------|-----|------|---------------|-------------| +| 53 | 0.4746 | 0.5818 | 0.000000 | -0.0005 | 7431.0 | 7102.1 | +| 54 | 0.1191 | 0.3281 | 0.000000 | -0.0002 | 2972.7 | 2812.8 | +| 55 | 0.3262 | 0.5156 | 0.000000 | -0.0009 | 4313.7 | 4135.8 | +| 56 | 0.1934 | 0.3906 | 0.000000 | -0.0005 | 2256.5 | 2086.4 | +| 57 | 0.2754 | 0.5000 | 0.000000 | -0.0007 | 4721.0 | 4568.8 | +| 58 | 0.2930 | 0.5000 | 0.000000 | -0.0008 | 4293.2 | 4168.3 | +| 59 | 0.2480 | 0.4375 | 0.000000 | -0.0005 | 3191.9 | 3068.6 | +| 60 | 0.3379 | 0.4688 | 0.000000 | -0.0002 | 3332.0 | 3174.5 | +| 61 | 0.2676 | 0.4375 | 0.000000 | -0.0006 | 4540.5 | 4396.9 | +| 62 | 0.3262 | 0.5781 | 0.000000 | -0.0009 | 3708.0 | 3576.0 | + +### job_628826 + +| Step | Reward | Pass@8 | KL | Loss | Step Time (s) | Gen Wait (s) | +|------|--------|--------|-----|------|---------------|-------------| +| 63 | 0.7168 | 0.8136 | 0.000000 | -0.0002 | 2578.9 | 2397.1 | +| 64 | 0.6172 | 0.6562 | 0.000000 | -0.0000 | 2364.1 | 2140.7 | +| 65 | 0.2656 | 0.4062 | 0.000000 | 0.0000 | 710.5 | 470.5 | +| 66 | 0.5352 | 0.6875 | 0.000000 | -0.0000 | 1419.1 | 1185.4 | +| 67 | 0.3438 | 0.4219 | 0.000000 | -0.0001 | 2122.2 | 1843.5 | +| 68 | 0.3828 | 0.5000 | 0.000000 | -0.0000 | 1248.7 | 1014.2 | +| 69 | 0.4609 | 0.5469 | 0.000000 | -0.0000 | 1332.3 | 1118.8 | +| 70 | 0.4473 | 0.5469 | 0.000000 | 0.0000 | 1573.6 | 1352.4 | +| 71 | 0.4707 | 0.6250 | 0.000000 | -0.0000 | 1325.1 | 1115.1 | +| 72 | 0.3750 | 0.4688 | 0.000000 | 0.0000 | 1530.9 | 1311.4 | +| 73 | 0.4512 | 0.5312 | 0.000000 | 0.0000 | 1586.4 | 1350.9 | +| 74 | 0.4180 | 0.5469 | 0.000000 | 0.0000 | 1485.3 | 1225.2 | +| 75 | 0.4512 | 0.5156 | 0.000000 | -0.0001 | 1332.1 | 1131.4 | +| 76 | 0.3008 | 0.4062 | 0.000000 | 0.0000 | 1875.4 | 1654.7 | +| 77 | 0.3457 | 0.4219 | 0.000000 | -0.0000 | 1368.0 | 1162.8 | +| 78 | 0.2754 | 0.3594 | 0.000000 | -0.0000 | 1663.1 | 1456.8 | +| 79 | 0.7715 | 0.7812 | 0.000000 | 0.0000 | 3065.3 | 2902.5 | +| 80 | 0.2773 | 0.4375 | 0.000000 | -0.0001 | 3331.0 | 3125.1 | + +## Timing Analysis + +### Average Time Breakdown (% of step time) + +| Component | Avg % of Step Time | +|-----------|-------------------| +| wait_for_generation_buffer | 84.5% | +| run_training | 13.7% | +| train_critic_and_policy | 11.8% | +| policy_train | 11.7% | +| fwd_logprobs_values_reward | 2.0% | +| sync_weights | 1.5% | +| save_checkpoints | 1.5% | +| cleanup_old_checkpoints | 0.7% | +| save_hf_model | 0.5% | +| convert_to_training_input | 0.3% | +| compute_advantages_and_returns | 0.0% | + +## Cross-Log Comparison + +| Log | Avg Reward | Pass@8 | Step Time (s) | Gen Wait Time (s) | Avg Tokens | Staleness | +|-----|------|------|------|------|------|------| +| job_628823 | 0.4447 | 0.5631 | 1503.6669 | 1234.5434 | 4883.9745 | 1.7604 | +| job_628824 | 0.4415 | 0.5475 | 1532.2337 | 1288.5914 | 4351.9871 | 1.7622 | +| job_628825 | 0.2861 | 0.4738 | 4076.0445 | 3909.0126 | 2019.2750 | 1.3391 | +| job_628826 | 0.4392 | 0.5374 | 1772.9040 | 1553.2566 | 3887.3310 | 1.6276 | + +## vLLM Inference Engine Analysis + +Metrics from vLLM stat loggers (V1LoggingStatLoggerFixed). + +> **Note**: Ray deduplicates similar log messages with `[repeated Nx across cluster]`, +> so we typically capture stats from one engine per timestamp. The stats shown are +> **per-engine** values. Multiply by num_inference_engines for cluster-wide estimates. + +### Summary by Log (Per-Engine Stats) + +| Log | Avg Running/Engine | Avg Waiting/Engine | Avg Gen Throughput/Engine | Avg KV Cache % | Avg Prefix Hit % | +|-----|-------------------|-------------------|--------------------------|----------------|------------------| +| job_628823 | 12.0 | 0.6 | 514.1 tok/s | 53.3% | 67.4% | +| job_628824 | 12.4 | 0.5 | 534.0 tok/s | 54.1% | 70.2% | +| job_628825 | 4.4 | 0.0 | 199.9 tok/s | 19.2% | 86.4% | +| job_628826 | 11.8 | 1.2 | 499.9 tok/s | 52.8% | 66.7% | + +### Utilization Analysis (Per-Engine) + +Key indicators of inference engine utilization: + +- **Running requests/engine**: Concurrent requests being processed by each engine +- **Waiting requests**: Requests queued (0 = engine not saturated, has spare capacity) +- **Generation throughput**: Decode tokens/sec per engine + - 8B model on H100 can do **1000+ tok/s** when saturated + - If seeing <300 tok/s with 0 waiting, engine is **starved for requests** + +#### job_628823 + +- **Running requests/engine**: avg=12.0, max=24 +- **Waiting requests**: avg=0.6, max=28 +- **Generation throughput/engine**: avg=514.1 tok/s, max=952.0 tok/s +- **KV cache usage**: avg=53.3% +- **Prefix cache hit rate**: avg=67.4% +- ✅ **Well-utilized**: Engines saturated (waiting > 0) + +#### job_628824 + +- **Running requests/engine**: avg=12.4, max=24 +- **Waiting requests**: avg=0.5, max=44 +- **Generation throughput/engine**: avg=534.0 tok/s, max=977.8 tok/s +- **KV cache usage**: avg=54.1% +- **Prefix cache hit rate**: avg=70.2% +- ✅ **Well-utilized**: Engines saturated (waiting > 0) + +#### job_628825 + +- **Running requests/engine**: avg=4.4, max=17 +- **Waiting requests**: avg=0.0, max=0 +- **Generation throughput/engine**: avg=199.9 tok/s, max=712.4 tok/s +- **KV cache usage**: avg=19.2% +- **Prefix cache hit rate**: avg=86.4% +- ⚠️ **Underutilized**: Engines starved for requests (0 waiting, avg 4.4 running) + - Bottleneck is likely upstream (environment execution, not inference) + +#### job_628826 + +- **Running requests/engine**: avg=11.8, max=24 +- **Waiting requests**: avg=1.2, max=52 +- **Generation throughput/engine**: avg=499.9 tok/s, max=986.9 tok/s +- **KV cache usage**: avg=52.8% +- **Prefix cache hit rate**: avg=66.7% +- ✅ **Well-utilized**: Engines saturated (waiting > 0) + +## Trial-Level Analysis (from result.json) + +Total trials parsed: 44409 + +### Turn Count Statistics + +| Metric | Value | +|--------|-------| +| Mean | 4.7 | +| Median | 4.0 | +| Std | 2.3 | +| Min | 1 | +| Max | 30 | +| Count | 44161 | + +### Exception Distribution + +| Exception Type | Count | % | +|---------------|-------|---| +| No exception | 29002 | 65.3% | +| AgentTimeoutError | 13737 | 30.9% | +| VerifierTimeoutError | 880 | 2.0% | +| ContextLengthExceededError | 511 | 1.2% | +| AgentSetupTimeoutError | 202 | 0.5% | +| RuntimeError | 45 | 0.1% | +| DaytonaAuthenticationError | 28 | 0.1% | +| DaytonaError | 3 | 0.0% | +| DaytonaNotFoundError | 1 | 0.0% | + +### Turn Count by Exception Type + +| Exception Type | Mean Turns | Median Turns | Count | +|---------------|-----------|-------------|-------| +| DaytonaError | 6.5 | 6.5 | 2 | +| No exception | 5.4 | 5.0 | 29002 | +| VerifierTimeoutError | 5.2 | 5.0 | 880 | +| ContextLengthExceededError | 4.0 | 4.0 | 511 | +| AgentTimeoutError | 3.1 | 3.0 | 13737 | +| DaytonaAuthenticationError | 2.6 | 2.5 | 28 | +| DaytonaNotFoundError | 2.0 | 2.0 | 1 | + +### Turn Count by Outcome + +| Outcome | Mean Turns | Median Turns | Count | +|---------|-----------|-------------|-------| +| Success | 5.1 | 5.0 | 18561 | +| Failure | 4.4 | 4.0 | 22465 | + +### Reward Summary + +- Mean reward: 0.4524 +- Success rate: 45.2% +- Trials with reward data: 41026 + diff --git a/training_logs/20260612_220132_metrics_table.csv b/training_logs/20260612_220132_metrics_table.csv new file mode 100644 index 0000000..e1100b9 --- /dev/null +++ b/training_logs/20260612_220132_metrics_table.csv @@ -0,0 +1,83 @@ 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06:40:09,1,1,0.0,434.4,10,0,0.0,434.4,10.0,0.0,63.7,22.3,10,10,434.4,434.4 +job_628826,06-08 06:40:14,1,1,138.8,438.5,11,0,138.8,438.5,11.0,0.0,64.5,22.3,11,11,438.5,438.5 +job_628826,06-08 06:40:19,1,1,0.0,464.7,10,0,0.0,464.7,10.0,0.0,56.2,22.3,10,10,464.7,464.7 +job_628826,06-08 06:40:24,1,1,0.0,843.0,22,0,0.0,843.0,22.0,0.0,81.9,58.6,22,22,843.0,843.0 +job_628826,06-08 06:40:29,1,1,0.2,870.1,23,0,0.2,870.1,23.0,0.0,83.1,58.6,23,23,870.1,870.1 +job_628826,06-08 06:40:34,1,1,0.0,879.8,23,0,0.0,879.8,23.0,0.0,84.3,58.6,23,23,879.8,879.8 +job_628826,06-08 06:40:39,1,1,78.6,871.7,23,0,78.6,871.7,23.0,0.0,83.6,58.6,23,23,871.7,871.7 +job_628826,06-08 06:40:44,1,1,11.6,873.8,23,0,11.6,873.8,23.0,0.0,83.2,58.5,23,23,873.8,873.8 +job_628826,06-08 06:40:49,1,1,0.0,863.6,22,0,0.0,863.6,22.0,0.0,83.3,58.5,22,22,863.6,863.6 +job_628826,06-08 06:40:54,1,1,0.0,805.7,21,0,0.0,805.7,21.0,0.0,84.2,58.5,21,21,805.7,805.7 +job_628826,06-08 06:40:59,1,1,0.0,806.1,21,0,0.0,806.1,21.0,0.0,85.3,58.5,21,21,806.1,806.1 +job_628826,06-08 06:41:04,1,1,0.0,804.9,21,0,0.0,804.9,21.0,0.0,86.4,58.5,21,21,804.9,804.9 +job_628826,06-08 06:41:09,1,1,0.0,805.8,21,0,0.0,805.8,21.0,0.0,87.6,58.5,21,21,805.8,805.8 +job_628826,06-08 06:41:14,1,1,0.0,657.1,14,0,0.0,657.1,14.0,0.0,72.8,71.9,14,14,657.1,657.1 +job_628826,06-08 06:41:19,1,1,3.0,649.4,15,0,3.0,649.4,15.0,0.0,73.7,71.9,15,15,649.4,649.4 +job_628826,06-08 06:41:24,1,1,0.0,689.7,15,0,0.0,689.7,15.0,0.0,74.7,71.9,15,15,689.7,689.7 +job_628826,06-08 06:41:29,1,1,0.0,682.6,15,0,0.0,682.6,15.0,0.0,75.6,71.9,15,15,682.6,682.6 +job_628826,06-08 06:41:34,1,1,58.4,714.4,16,0,58.4,714.4,16.0,0.0,76.7,71.9,16,16,714.4,714.4 +job_628826,06-08 06:41:39,1,1,0.0,722.5,15,0,0.0,722.5,15.0,0.0,68.8,71.9,15,15,722.5,722.5 +job_628826,06-08 06:41:44,1,1,0.0,722.9,15,0,0.0,722.9,15.0,0.0,69.8,71.9,15,15,722.9,722.9 +job_628826,06-08 06:41:49,1,1,0.0,521.8,13,15,0.0,521.8,13.0,15.0,95.5,68.3,13,13,521.8,521.8 +job_628826,06-08 06:41:54,1,1,0.0,496.4,13,16,0.0,496.4,13.0,16.0,96.1,68.3,13,13,496.4,496.4 +job_628826,06-08 06:41:59,1,1,0.0,492.7,13,18,0.0,492.7,13.0,18.0,96.8,68.3,13,13,492.7,492.7 +job_628826,06-08 06:42:04,1,1,0.0,489.9,13,18,0.0,489.9,13.0,18.0,97.5,68.3,13,13,489.9,489.9 +job_628826,06-08 06:42:09,1,1,0.0,486.8,13,18,0.0,486.8,13.0,18.0,98.2,68.3,13,13,486.8,486.8 +job_628826,06-08 06:42:14,1,1,0.0,485.1,13,18,0.0,485.1,13.0,18.0,98.9,68.3,13,13,485.1,485.1 +job_628826,06-08 06:42:19,1,1,0.0,482.1,13,18,0.0,482.1,13.0,18.0,99.6,68.3,13,13,482.1,482.1 +job_628826,06-08 06:42:24,1,1,0.0,486.1,12,19,0.0,486.1,12.0,19.0,93.8,68.3,12,12,486.1,486.1 +job_628826,06-08 06:42:29,1,1,0.0,495.7,12,19,0.0,495.7,12.0,19.0,94.4,68.3,12,12,495.7,495.7 +job_628826,06-08 06:42:34,1,1,0.0,493.6,12,19,0.0,493.6,12.0,19.0,95.1,68.3,12,12,493.6,493.6 +job_628826,06-08 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