Upload reaper-sft
Browse files- .gitattributes +1 -0
- reaper-sft/chat_template.jinja +85 -0
- reaper-sft/config.json +141 -0
- reaper-sft/dual_head_meta.json +6 -0
- reaper-sft/generation_config.json +7 -0
- reaper-sft/model.safetensors +3 -0
- reaper-sft/scythe_vllm_dual_manifest.json +11 -0
- reaper-sft/tokenizer.json +3 -0
- reaper-sft/tokenizer_config.json +14 -0
- reaper-sft/value_bin_spec.json +1355 -0
.gitattributes
CHANGED
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@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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reaper-base/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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reaper-base/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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reaper-sft/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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reaper-sft/chat_template.jinja
ADDED
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@@ -0,0 +1,85 @@
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{%- if tools %}
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{{- '<|im_start|>system\n' }}
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{%- if messages[0].role == 'system' %}
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{{- messages[0].content + '\n\n' }}
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{%- endif %}
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{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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{%- else %}
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{%- if messages[0].role == 'system' %}
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{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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{%- for message in messages[::-1] %}
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{%- set index = (messages|length - 1) - loop.index0 %}
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{%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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{%- set ns.multi_step_tool = false %}
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{%- set ns.last_query_index = index %}
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{%- endif %}
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{%- endfor %}
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{%- for message in messages %}
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{%- set content = message.content %}
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{%- set reasoning_content = '' %}
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{%- if message.reasoning_content is defined and message.reasoning_content is not none %}
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{%- set reasoning_content = message.reasoning_content %}
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{%- else %}
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{%- if '</think>' in message.content %}
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{%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
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{%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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{%- endif %}
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{%- endif %}
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{%- if loop.index0 > ns.last_query_index %}
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{%- if loop.last or (not loop.last and reasoning_content) %}
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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{%- if message.tool_calls %}
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{%- for tool_call in message.tool_calls %}
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{%- if (loop.first and content) or (not loop.first) %}
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{{- '\n' }}
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{%- endif %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{{- '<tool_call>\n{"name": "' }}
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{{- tool_call.name }}
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{{- '", "arguments": ' }}
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{%- if tool_call.arguments is string %}
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{{- tool_call.arguments }}
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{%- else %}
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{{- tool_call.arguments | tojson }}
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{%- endif %}
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{{- '}\n</tool_call>' }}
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{%- endfor %}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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{%- elif message.role == "tool" %}
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{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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{{- '<|im_start|>user' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- message.content }}
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{{- '\n</tool_response>' }}
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{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|im_start|>assistant\n' }}
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{%- if enable_thinking is defined and enable_thinking is false %}
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{{- '<think>\n\n</think>\n\n' }}
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{%- endif %}
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{%- endif %}
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reaper-sft/config.json
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@@ -0,0 +1,141 @@
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{
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"architectures": [
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"ScytheQwen3ForPolicyValue"
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],
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| 5 |
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"attention_bias": false,
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| 6 |
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"attention_dropout": 0.0,
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| 7 |
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"bos_token_id": 151643,
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| 8 |
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"dtype": "bfloat16",
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| 9 |
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"eos_token_id": 151643,
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| 10 |
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 6144,
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| 15 |
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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| 20 |
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"full_attention",
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"full_attention",
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"full_attention",
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| 23 |
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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| 36 |
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"full_attention",
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| 37 |
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"full_attention",
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| 38 |
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"full_attention",
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| 39 |
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"full_attention",
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| 40 |
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"full_attention",
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| 41 |
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"full_attention",
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| 42 |
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"full_attention",
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| 43 |
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"full_attention"
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| 44 |
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],
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| 45 |
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"max_position_embeddings": 131072,
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| 46 |
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"max_window_layers": 28,
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| 47 |
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"model_type": "qwen3",
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| 48 |
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"num_attention_heads": 16,
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| 49 |
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"num_hidden_layers": 28,
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| 50 |
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"num_key_value_heads": 8,
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| 51 |
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"pad_token_id": null,
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| 52 |
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"rms_norm_eps": 1e-06,
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| 53 |
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"rope_parameters": {
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| 54 |
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"rope_theta": 1000000,
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| 55 |
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"rope_type": "default"
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| 56 |
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},
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| 57 |
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"sliding_window": null,
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| 58 |
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"tie_word_embeddings": true,
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| 59 |
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"transformers_version": "5.5.3",
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| 60 |
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"use_cache": true,
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| 61 |
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"use_sliding_window": false,
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| 62 |
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"vocab_size": 151936,
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| 63 |
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"num_value_bins": 32,
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| 64 |
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"num_labels": 32,
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| 65 |
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"problem_type": "single_label_classification",
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| 66 |
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"id2label": {
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| 67 |
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"0": "value_bin_0",
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| 68 |
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"1": "value_bin_1",
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| 69 |
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"2": "value_bin_2",
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| 70 |
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"3": "value_bin_3",
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| 71 |
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"4": "value_bin_4",
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| 72 |
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"5": "value_bin_5",
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| 73 |
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"6": "value_bin_6",
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| 74 |
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"7": "value_bin_7",
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| 75 |
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"8": "value_bin_8",
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| 76 |
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"9": "value_bin_9",
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| 77 |
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"10": "value_bin_10",
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| 78 |
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"11": "value_bin_11",
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| 79 |
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"12": "value_bin_12",
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| 80 |
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"13": "value_bin_13",
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| 81 |
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"14": "value_bin_14",
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| 82 |
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"15": "value_bin_15",
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| 83 |
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"16": "value_bin_16",
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| 84 |
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"17": "value_bin_17",
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| 85 |
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"18": "value_bin_18",
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| 86 |
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"19": "value_bin_19",
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| 87 |
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"20": "value_bin_20",
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| 88 |
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"21": "value_bin_21",
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| 89 |
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"22": "value_bin_22",
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| 90 |
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"23": "value_bin_23",
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| 91 |
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"24": "value_bin_24",
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| 92 |
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"25": "value_bin_25",
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| 93 |
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"26": "value_bin_26",
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| 94 |
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"27": "value_bin_27",
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| 95 |
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"28": "value_bin_28",
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| 96 |
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"29": "value_bin_29",
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| 97 |
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"30": "value_bin_30",
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| 98 |
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"31": "value_bin_31"
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| 99 |
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},
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| 100 |
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"label2id": {
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| 101 |
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"value_bin_0": 0,
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| 102 |
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"value_bin_1": 1,
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| 103 |
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"value_bin_2": 2,
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| 104 |
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"value_bin_3": 3,
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| 105 |
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"value_bin_4": 4,
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| 106 |
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"value_bin_5": 5,
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| 107 |
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"value_bin_6": 6,
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| 108 |
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"value_bin_7": 7,
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| 109 |
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"value_bin_8": 8,
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| 110 |
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"value_bin_9": 9,
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| 111 |
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"value_bin_10": 10,
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| 112 |
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"value_bin_11": 11,
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| 113 |
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"value_bin_12": 12,
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| 114 |
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"value_bin_13": 13,
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| 115 |
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"value_bin_14": 14,
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| 116 |
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"value_bin_15": 15,
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| 117 |
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"value_bin_16": 16,
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| 118 |
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"value_bin_17": 17,
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| 119 |
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"value_bin_18": 18,
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| 120 |
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"value_bin_19": 19,
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| 121 |
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"value_bin_20": 20,
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| 122 |
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"value_bin_21": 21,
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| 123 |
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"value_bin_22": 22,
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| 124 |
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"value_bin_23": 23,
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| 125 |
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"value_bin_24": 24,
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| 126 |
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"value_bin_25": 25,
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| 127 |
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"value_bin_26": 26,
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| 128 |
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"value_bin_27": 27,
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| 129 |
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"value_bin_28": 28,
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| 130 |
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"value_bin_29": 29,
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| 131 |
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"value_bin_30": 30,
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| 132 |
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"value_bin_31": 31
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| 133 |
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},
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| 134 |
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"scythe_dual_head": {
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| 135 |
+
"checkpoint_format": "vllm_policy_value",
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| 136 |
+
"source_checkpoint": "/volume/math/users/rxren/PolicyValueHead/artifacts/qwen3_1_7b_base_ps16_dual_head_sft_4n32g/trainer_export",
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| 137 |
+
"policy_loss_weight": 1.0,
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| 138 |
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"value_loss_weight": 0.1,
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| 139 |
+
"value_dropout": 0.01
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| 140 |
+
}
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| 141 |
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}
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reaper-sft/dual_head_meta.json
ADDED
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{
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| 2 |
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"num_value_bins": 32,
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| 3 |
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"policy_loss_weight": 1.0,
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| 4 |
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"value_loss_weight": 0.1,
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| 5 |
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"value_dropout": 0.01
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| 6 |
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}
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reaper-sft/generation_config.json
ADDED
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@@ -0,0 +1,7 @@
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{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 151643,
|
| 4 |
+
"eos_token_id": 151643,
|
| 5 |
+
"transformers_version": "5.5.3",
|
| 6 |
+
"use_cache": true
|
| 7 |
+
}
|
reaper-sft/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77ad8fe01ae90734a64b4459331e0f21dd2a97332d957b1e2fa23c9c0267820b
|
| 3 |
+
size 3441448048
|
reaper-sft/scythe_vllm_dual_manifest.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"source_checkpoint": "/volume/math/users/rxren/PolicyValueHead/artifacts/qwen3_1_7b_base_ps16_dual_head_sft_4n32g/trainer_export",
|
| 3 |
+
"policy_dir": "/volume/math/users/rxren/PolicyValueHead/artifacts/qwen3_1_7b_base_ps16_dual_head_sft_4n32g/trainer_export/policy_model",
|
| 4 |
+
"architecture": "ScytheQwen3ForPolicyValue",
|
| 5 |
+
"num_value_bins": 32,
|
| 6 |
+
"weight_file": "model.safetensors",
|
| 7 |
+
"value_weight_keys": [
|
| 8 |
+
"value_head.weight",
|
| 9 |
+
"value_head.bias"
|
| 10 |
+
]
|
| 11 |
+
}
|
reaper-sft/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
|
| 3 |
+
size 11422650
|
reaper-sft/tokenizer_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|endoftext|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"is_local": true,
|
| 9 |
+
"model_max_length": 131072,
|
| 10 |
+
"pad_token": "<|endoftext|>",
|
| 11 |
+
"split_special_tokens": false,
|
| 12 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 13 |
+
"unk_token": null
|
| 14 |
+
}
|
reaper-sft/value_bin_spec.json
ADDED
|
@@ -0,0 +1,1355 @@
|
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