diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73623d101c44dc8d5e30c594bae377cec800fe03
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+600
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..45a6b750d799f1ff0939f22ce64c750a549aea54
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,600 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a8548f2299ee67cedae897df36437f4c0b08e04
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-grpo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "7gv0wygq",
+  "name": "qwen-2.5-1.5b-q1-full-traj-grpo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..89c1f6f75cc7c7725991eb18a4e7507d16b12f72
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fcf2fcb9e9363e071bf79f501aaeac0858d166f
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-full-traj-rloo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "pe3eoziw",
+  "name": "qwen-2.5-1.5b-q1-full-traj-rloo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8597307b600bf9250b486d1abb193885382ebe5
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/profiling/profiling_metrics.jsonl
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..539e283d5965ad6c2af919974110f6f9cb265cf3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-token-level-ppo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "xon1runt",
+  "name": "qwen-2.5-1.5b-q1-token-level-ppo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1739b290a3b2c7db79cbf3601d6f946e01a683c
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..51e6965a58d2bd001283fc29120dea5a543b83c6
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q1-turn-level-ppo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "28jbmpl3",
+  "name": "qwen-2.5-1.5b-q1-turn-level-ppo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-grpo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-grpo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0e47bf6d8a94b328807900533ce8a144f97f49b7
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-grpo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/latest_checkpointed_iteration.txt
new file mode 100644
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+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/latest_checkpointed_iteration.txt
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/profiling/profiling_metrics.jsonl
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index 0000000000000000000000000000000000000000..aaf4514557f9125ef5a110adf3331a6dfa16fcef
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+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..03387e11d5c2f1d79123efc84eea71b6f598decd
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-full-traj-rloo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "i3ijveba",
+  "name": "qwen-2.5-1.5b-q2-full-traj-rloo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..16d8c6329bf5f4653322893f03427c5016b13ccd
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..44d5efa58a0414f4c85ac891ec58d91f4fa62e32
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-token-level-ppo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "v5p1hylj",
+  "name": "qwen-2.5-1.5b-q2-token-level-ppo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9f2acc3192d9fb1af9f0f28ad4012063e7831e10
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..33bfa722a8df5838dc22a1f1e9727e64216690b0
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q2-turn-level-ppo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "1xhwzobu",
+  "name": "qwen-2.5-1.5b-q2-turn-level-ppo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e49ab2508af7eeca6052eab3e1bdc546c7d1e15a
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,300 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..d81ecf3e6efe8c23220bdd323b5cb064f9359093
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-full-traj-rloo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "8yctgj6k",
+  "name": "qwen-2.5-1.5b-q4-full-traj-rloo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1efb2054088985fad3cec9900b3f4a7561597b3
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+300
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6e0bd2e6599945e0b30746b7f8508c35ae5f255b
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/profiling/profiling_metrics.jsonl
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb0d97a6b6b8c968ccfe634d59918d30c674b2f5
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-ppo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "gv6imluk",
+  "name": "qwen-2.5-1.5b-q4-token-level-ppo"
+}
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/latest_checkpointed_iteration.txt b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73623d101c44dc8d5e30c594bae377cec800fe03
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+600
\ No newline at end of file
diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/profiling/profiling_metrics.jsonl b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/profiling/profiling_metrics.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb5a6cfee8f30d540ed67c1663eb4af1e4016f82
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/profiling/profiling_metrics.jsonl
@@ -0,0 +1,600 @@
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diff --git a/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/wandb_run_info.json b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/wandb_run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..b47fe0306f16f324da9a65480370ab114f0d0b0d
--- /dev/null
+++ b/checkpoints/multi-turn-credit-assign/qwen-2.5-1.5b-q4-token-level-rloo/wandb_run_info.json
@@ -0,0 +1,4 @@
+{
+  "id": "06b4lkbw",
+  "name": "qwen-2.5-1.5b-q4-token-level-rloo"
+}
\ No newline at end of file