From 2fe3277a828e52433a7b4e529b0ed628a3e9fda3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 23 Jul 2026 06:56:12 +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: AdarshSingh7647/TabRankSingleTableCoTCond Source: Original Platform --- .gitattributes | 36 +++++++++++ README.md | 132 +++++++++++++++++++++++++++++++++++++++++ chat_template.jinja | 89 +++++++++++++++++++++++++++ config.json | 71 ++++++++++++++++++++++ generation_config.json | 13 ++++ model.safetensors | 3 + tabrank_task.png | Bin 0 -> 70049 bytes tokenizer.json | 3 + tokenizer_config.json | 31 ++++++++++ 9 files changed, 378 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 tabrank_task.png create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5b03bbb --- /dev/null +++ b/README.md @@ -0,0 +1,132 @@ +--- +license: apache-2.0 +base_model: Qwen/Qwen3-8B +library_name: transformers +pipeline_tag: text-generation +tags: +- table-ranking +- listwise-reranking +- table-retrieval +- table-question-answering +- qwen3 +language: +- en +--- +# TabRankSingleTableCoTCond + +![task](tabrank_task.png) + +A single call generative listwise reranker for table retrieval built on Qwen3 8B. +Given a question and a set of candidate tables the model returns the tables ordered +from most to least useful for answering the question. It reads all candidates in one +prompt and emits the full ranking in a single generation. + +This checkpoint is the **Single Table Reasoning Conditioned** variant. + +## What this variant does + +The model is trained with a short reasoning hint added to the prompt and learns to produce the ranking conditioned on that guidance. It is the strongest variant in our evaluation on most datasets while staying fast at inference. + +## Training data + +This model is trained on the **NQ Tables** training split only which contains single table retrieval questions. The sibling checkpoint [TabRankMultiTableCoTCond](https://huggingface.co/AdarshSingh7647/TabRankMultiTableCoTCond) +uses the other training mix with the same objective. + +## Input and output format + +The user message lists candidate tables as blocks headed by `### Table 1` `### Table 2` +and so on. The model returns a JSON object whose value is the ranked list of one based +candidate positions best first: + +```json +{"ranked_tables": [3, 1, 5, 2, 4]} +``` + +Map those positions back to your table ids to obtain the reranked list. + +## Evaluation + +Scored as a listwise reranker that reorders a first stage top 25 candidate list on four +table question answering benchmarks. SQA and TAT QA use the full test split. HybridQA and +TabFact use a fixed shared 500 query sample. `acc@10` counts a query correct only when every +gold table falls inside the top 10. + +| Dataset | n | recall@10 | ndcg@10 | acc@10 | MRR | +|---|---|---|---|---|---| +| SQA | 148 | 0.893 | 0.764 | 0.838 | 0.735 | +| TAT QA | 362 | 0.666 | 0.546 | 0.431 | 0.637 | +| HybridQA | 500 | 0.882 | 0.790 | 0.796 | 0.833 | +| TabFact | 500 | 0.809 | 0.726 | 0.634 | 0.817 | +| **Mean** | | **0.812** | **0.707** | **0.675** | **0.755** | + +## Usage with vLLM + +```python +from vllm import LLM, SamplingParams +from transformers import AutoTokenizer + +repo = "AdarshSingh7647/TabRankSingleTableCoTCond" +tok = AutoTokenizer.from_pretrained(repo) +llm = LLM(model=repo, dtype="bfloat16", max_model_len=32768) + +system = ("You are a table relevance expert. Given a question and a set of candidate tables " + "rank them from most to least useful for answering the question. Reason in a " + "... block then output exactly JSON with key ranked_tables.") +user = "Question: ...\n\n### Table 1\n...\n\n### Table 2\n...\n" + +msgs = [{"role": "system", "content": system}, {"role": "user", "content": user}] +text = tok.apply_chat_template(msgs, tokenize=False, add_generation_prompt=True) +# the model writes a block then the ranking json +out = llm.generate([text], SamplingParams(temperature=0.6, top_p=0.95, max_tokens=8192)) +print(out[0].outputs[0].text) +``` + +## Usage with Transformers + +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +repo = "AdarshSingh7647/TabRankSingleTableCoTCond" +tok = AutoTokenizer.from_pretrained(repo) +model = AutoModelForCausalLM.from_pretrained(repo, torch_dtype=torch.bfloat16, device_map="auto") + +system = ("You are a table relevance expert. Given a question and a set of candidate tables " + "rank them from most to least useful for answering the question. Reason in a " + "... block then output exactly JSON with key ranked_tables.") +user = "Question: ...\n\n### Table 1\n...\n\n### Table 2\n...\n" + +msgs = [{"role": "system", "content": system}, {"role": "user", "content": user}] +text = tok.apply_chat_template(msgs, tokenize=False, add_generation_prompt=True) +inputs = tok(text, return_tensors="pt").to(model.device) +out = model.generate(**inputs, max_new_tokens=8192, temperature=0.6, top_p=0.95, do_sample=True) +print(tok.decode(out[0][inputs.input_ids.shape[1]:], skip_special_tokens=True)) +``` + +## Model details + +* Base model Qwen3 8B +* Method LoRA rank 16 fine tuning merged into the base weights so it loads directly +* Precision bfloat16 single file safetensors near 16 GB +* Family the six TabRank checkpoints span three objectives (Answer Only, Reasoning Generation, + Reasoning Conditioned) across two training mixes (Single Table, Single plus Multi Table) + +## Citation + +The MultiTabQA data comes from RAG over Tables. Please cite it when using the Single plus +Multi Table checkpoints: + +```bibtex +@misc{zou2025ragtableshierarchicalmemory, + title={RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking}, + author={Jiaru Zou and Dongqi Fu and Sirui Chen and Xinrui He and Zihao Li and Yada Zhu and Jiawei Han and Jingrui He}, + year={2025}, + eprint={2504.01346}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2504.01346} +} +``` + +The accompanying TabRank paper is currently under review. A citation will be added here once it +is available on arXiv. 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..fb28a27 --- /dev/null +++ b/config.json @@ -0,0 +1,71 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 151643, + "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": null, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "rope_theta": 1000000, + "rope_type": "default" + }, + "sliding_window": null, + "tie_word_embeddings": false, + "transformers_version": "5.7.0", + "use_cache": true, + "use_sliding_window": false, + "vocab_size": 151936 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..d221636 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,13 @@ +{ + "bos_token_id": 151643, + "do_sample": true, + "eos_token_id": [ + 151645, + 151643 + ], + "pad_token_id": 151643, + "temperature": 0.6, + "top_k": 20, + "top_p": 0.95, + "transformers_version": "5.7.0" +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..2f6dcd1 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b292a3f18c79d2c2f591f93212240793730d2f85e8d61d8902939b10486c6a7 +size 16381517208 diff --git a/tabrank_task.png b/tabrank_task.png new 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