diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/chat_template.jinja b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..9c21a3f13ebf55994c64c93c9ae5361580570651
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/chat_template.jinja
@@ -0,0 +1,87 @@
+{%- if messages[0]["role"] == "system" %}
+ {%- set system_message = messages[0]["content"] %}
+ {%- set loop_messages = messages[1:] %}
+{%- else %}
+ {%- set loop_messages = messages %}
+{%- endif %}
+{%- if not tools is defined %}
+ {%- set tools = none %}
+{%- endif %}
+{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
+
+{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
+{%- set ns = namespace() %}
+{%- set ns.index = 0 %}
+{%- for message in loop_messages %}
+ {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
+ {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
+ {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
+ {%- endif %}
+ {%- set ns.index = ns.index + 1 %}
+ {%- endif %}
+{%- endfor %}
+
+{{- bos_token }}
+{%- for message in loop_messages %}
+ {%- if message["role"] == "user" %}
+ {%- if tools is not none and (message == user_messages[-1]) %}
+ {{- "[AVAILABLE_TOOLS][" }}
+ {%- for tool in tools %}
+ {%- set tool = tool.function %}
+ {{- '{"type": "function", "function": {' }}
+ {%- for key, val in tool.items() if key != "return" %}
+ {%- if val is string %}
+ {{- '"' + key + '": "' + val + '"' }}
+ {%- else %}
+ {{- '"' + key + '": ' + val|tojson }}
+ {%- endif %}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- endif %}
+ {%- endfor %}
+ {{- "}}" }}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- else %}
+ {{- "]" }}
+ {%- endif %}
+ {%- endfor %}
+ {{- "[/AVAILABLE_TOOLS]" }}
+ {%- endif %}
+ {%- if loop.last and system_message is defined %}
+ {{- "[INST]" + system_message + "\n\n" + message["content"] + "[/INST]" }}
+ {%- else %}
+ {{- "[INST]" + message["content"] + "[/INST]" }}
+ {%- endif %}
+ {%- elif (message.tool_calls is defined and message.tool_calls is not none) %}
+ {{- "[TOOL_CALLS][" }}
+ {%- for tool_call in message.tool_calls %}
+ {%- set out = tool_call.function|tojson %}
+ {{- out[:-1] }}
+ {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+ {%- endif %}
+ {{- ', "id": "' + tool_call.id + '"}' }}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- else %}
+ {{- "]" + eos_token }}
+ {%- endif %}
+ {%- endfor %}
+ {%- elif message["role"] == "assistant" %}
+ {{- message["content"] + eos_token}}
+ {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
+ {%- if message.content is defined and message.content.content is defined %}
+ {%- set content = message.content.content %}
+ {%- else %}
+ {%- set content = message.content %}
+ {%- endif %}
+ {{- '[TOOL_RESULTS]{"content": ' + content|string + ", " }}
+ {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+ {%- endif %}
+ {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
+ {%- else %}
+ {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
+ {%- endif %}
+{%- endfor %}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/config.json b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef3adaec9c56c212a5d4d9c46b40087b01535c66
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/config.json
@@ -0,0 +1,65 @@
+{
+ "architectures": [
+ "MistralForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 1,
+ "dtype": "bfloat16",
+ "eos_token_id": 2,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 4096,
+ "initializer_range": 0.02,
+ "intermediate_size": 12288,
+ "layer_types": [
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention"
+ ],
+ "max_position_embeddings": 32768,
+ "model_type": "mistral",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 36,
+ "num_key_value_heads": 8,
+ "pad_token_id": 2,
+ "rms_norm_eps": 1e-05,
+ "rope_theta": 100000000.0,
+ "sliding_window": 32768,
+ "tie_word_embeddings": false,
+ "transformers_version": "4.56.0",
+ "use_cache": true,
+ "vocab_size": 131072
+}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/generation_config.json b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a60802f66e39cf8c04c183c7293c6a2d0838600
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/generation_config.json
@@ -0,0 +1,6 @@
+{
+ "_from_model_config": true,
+ "bos_token_id": 1,
+ "eos_token_id": 2,
+ "transformers_version": "4.56.0"
+}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/chat_template.jinja b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..9c21a3f13ebf55994c64c93c9ae5361580570651
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/chat_template.jinja
@@ -0,0 +1,87 @@
+{%- if messages[0]["role"] == "system" %}
+ {%- set system_message = messages[0]["content"] %}
+ {%- set loop_messages = messages[1:] %}
+{%- else %}
+ {%- set loop_messages = messages %}
+{%- endif %}
+{%- if not tools is defined %}
+ {%- set tools = none %}
+{%- endif %}
+{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
+
+{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
+{%- set ns = namespace() %}
+{%- set ns.index = 0 %}
+{%- for message in loop_messages %}
+ {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
+ {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
+ {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
+ {%- endif %}
+ {%- set ns.index = ns.index + 1 %}
+ {%- endif %}
+{%- endfor %}
+
+{{- bos_token }}
+{%- for message in loop_messages %}
+ {%- if message["role"] == "user" %}
+ {%- if tools is not none and (message == user_messages[-1]) %}
+ {{- "[AVAILABLE_TOOLS][" }}
+ {%- for tool in tools %}
+ {%- set tool = tool.function %}
+ {{- '{"type": "function", "function": {' }}
+ {%- for key, val in tool.items() if key != "return" %}
+ {%- if val is string %}
+ {{- '"' + key + '": "' + val + '"' }}
+ {%- else %}
+ {{- '"' + key + '": ' + val|tojson }}
+ {%- endif %}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- endif %}
+ {%- endfor %}
+ {{- "}}" }}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- else %}
+ {{- "]" }}
+ {%- endif %}
+ {%- endfor %}
+ {{- "[/AVAILABLE_TOOLS]" }}
+ {%- endif %}
+ {%- if loop.last and system_message is defined %}
+ {{- "[INST]" + system_message + "\n\n" + message["content"] + "[/INST]" }}
+ {%- else %}
+ {{- "[INST]" + message["content"] + "[/INST]" }}
+ {%- endif %}
+ {%- elif (message.tool_calls is defined and message.tool_calls is not none) %}
+ {{- "[TOOL_CALLS][" }}
+ {%- for tool_call in message.tool_calls %}
+ {%- set out = tool_call.function|tojson %}
+ {{- out[:-1] }}
+ {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+ {%- endif %}
+ {{- ', "id": "' + tool_call.id + '"}' }}
+ {%- if not loop.last %}
+ {{- ", " }}
+ {%- else %}
+ {{- "]" + eos_token }}
+ {%- endif %}
+ {%- endfor %}
+ {%- elif message["role"] == "assistant" %}
+ {{- message["content"] + eos_token}}
+ {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
+ {%- if message.content is defined and message.content.content is defined %}
+ {%- set content = message.content.content %}
+ {%- else %}
+ {%- set content = message.content %}
+ {%- endif %}
+ {{- '[TOOL_RESULTS]{"content": ' + content|string + ", " }}
+ {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+ {%- endif %}
+ {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
+ {%- else %}
+ {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
+ {%- endif %}
+{%- endfor %}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/config.json b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef3adaec9c56c212a5d4d9c46b40087b01535c66
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/config.json
@@ -0,0 +1,65 @@
+{
+ "architectures": [
+ "MistralForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 1,
+ "dtype": "bfloat16",
+ "eos_token_id": 2,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 4096,
+ "initializer_range": 0.02,
+ "intermediate_size": 12288,
+ "layer_types": [
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "full_attention",
+ "sliding_attention",
+ "sliding_attention",
+ "sliding_attention"
+ ],
+ "max_position_embeddings": 32768,
+ "model_type": "mistral",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 36,
+ "num_key_value_heads": 8,
+ "pad_token_id": 2,
+ "rms_norm_eps": 1e-05,
+ "rope_theta": 100000000.0,
+ "sliding_window": 32768,
+ "tie_word_embeddings": false,
+ "transformers_version": "4.56.0",
+ "use_cache": true,
+ "vocab_size": 131072
+}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/generation_config.json b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a60802f66e39cf8c04c183c7293c6a2d0838600
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/generation_config.json
@@ -0,0 +1,6 @@
+{
+ "_from_model_config": true,
+ "bos_token_id": 1,
+ "eos_token_id": 2,
+ "transformers_version": "4.56.0"
+}
diff --git a/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/model.safetensors.index.json b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/model.safetensors.index.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d045a5b4b958f65195e9999d56553978cf00bab
--- /dev/null
+++ b/artifacts/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed101/global_step_300/actor/huggingface/model.safetensors.index.json
@@ -0,0 +1,335 @@
+{
+ "metadata": {
+ "total_parameters": 8019808256,
+ "total_size": 32079233024
+ },
+ "weight_map": {
+ "lm_head.weight": "model-00007-of-00007.safetensors",
+ "model.embed_tokens.weight": "model-00001-of-00007.safetensors",
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+ "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
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