From 20ac911fcf74ab00d2722e7e5a6ebbaffc1e9a34 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 11 Aug 2026 07:47:17 +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: squ11z1/Gravity-2 Source: Original Platform --- .gitattributes | 38 +++++++++++++ README.md | 85 ++++++++++++++++++++++++++++ chat_template.jinja | 54 ++++++++++++++++++ config.json | 69 ++++++++++++++++++++++ figures/01_loss.png | Bin 0 -> 41892 bytes figures/02_mass_band.png | Bin 0 -> 59749 bytes figures/03_gradnorm.png | Bin 0 -> 39993 bytes figures/04_mass_heatmap.png | Bin 0 -> 58215 bytes figures/05_aer_entropy.png | Bin 0 -> 57754 bytes figures/06_concept.png | Bin 0 -> 78471 bytes generation_config.json | 6 ++ gravity-2-Q4_K_M.gguf | 3 + gravity-2-f16.gguf | 3 + gravity_attention_qwen.py | 110 ++++++++++++++++++++++++++++++++++++ gravity_mass_log.pt | 3 + load_gravity2.py | 16 ++++++ model.safetensors | 3 + tokenizer.json | 3 + tokenizer_config.json | 16 ++++++ 19 files changed, 409 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 figures/01_loss.png create mode 100644 figures/02_mass_band.png create mode 100644 figures/03_gradnorm.png create mode 100644 figures/04_mass_heatmap.png create mode 100644 figures/05_aer_entropy.png create mode 100644 figures/06_concept.png create mode 100644 generation_config.json create mode 100644 gravity-2-Q4_K_M.gguf create mode 100644 gravity-2-f16.gguf create mode 100644 gravity_attention_qwen.py create mode 100644 gravity_mass_log.pt create mode 100644 load_gravity2.py create mode 100644 model.safetensors create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bb82cc7 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.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 +gravity-2-f16.gguf filter=lfs diff=lfs merge=lfs -text +gravity-2-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9234a54 --- /dev/null +++ b/README.md @@ -0,0 +1,85 @@ +--- +license: mit +pipeline_tag: text-generation +tags: [research, experimental, gravity-attention, qwen2] +--- + +# Gravity-2 + +![IMAGE 2026-06-16 19:46:27](https://cdn-uploads.huggingface.co/production/uploads/67329d3f69fded92d56ab41a/NkBrWQXsuwZUrsTaYga5-.jpeg) + +**Experimental research model by squ11z1.** + +A 3B reasoning model in which the standard +scaled-dot-product attention is replaced by a physically-motivated **gravity attention**, +then adapted with LoRA. This card documents a **stage-1 proof-of-mechanism** + +## The experiment + +Transformer attention scores tokens by **alignment** — the dot product `q·k`. Gravity-2 +asks a different question: *what if tokens attended by **proximity** instead?* We replace +the score with an inverse-square law borrowed from gravitation — each token is pulled +toward others that are close in query/key space, weighted by a learnable per-head "mass": + +``` + M_h² +score(i, j) = ───────────────────── → softmax_j( score ) + ‖q_i − k_j‖² + ε +``` + +- **M_h = softplus(gravity_mass_log[h])** — one learnable mass per **query head** (16 / layer), + initialised at 0.5; `softplus` keeps it strictly positive. +- **‖q_i − k_j‖²** — squared L2 distance, computed stably as `‖q‖² + ‖k‖² − 2·q·k`. +- **ε = 0.1** — softening length; prevents the `q → k` singularity. +- The raw gravity scores are then passed through the **usual softmax** (see Limitations). + +### Why it's interesting +- **Different inductive bias.** Dot-product attention rewards directional alignment; + inverse-distance rewards *locality* in the learned embedding geometry — a metric prior + rather than an inner-product one. +- **Interpretable per-head masses.** Each head learns a scalar "mass" controlling how + sharply it concentrates — a compact, inspectable knob (see `figures/04_mass_heatmap.png`). +- **A bridge to physics-style sparsity.** An inverse-square field is naturally local, which + later stages (pruning / QUBO, "Gravity-6") aim to exploit for structured sparsity. + +## Architecture +Qwen2-3B class: 36 layers, hidden 2048, **16 query heads / 2 KV heads (GQA, group size 8)**, +head_dim 128. The 2 KV heads are `repeat_kv`-expanded to 16 before the distance, so each +query head gets its own mass. Integrated via the transformers-5.x `AttentionInterface` +(a registered `"gravity"` op + eager causal-mask reuse) — RoPE / KV-cache / masking are +left to the framework; only the score function changes. + +## Results + +| | | +|---|---| +| ![loss](figures/01_loss.png) | ![masses](figures/02_mass_band.png) | +| ![grad](figures/03_gradnorm.png) | ![heatmap](figures/04_mass_heatmap.png) | +| ![aer](figures/05_aer_entropy.png) | ![concept](figures/06_concept.png) | + +## Honest limitations +- **Not "pure" gravity.** The inverse-square scores are renormalised by a **softmax on top** + (`softmax_j(M²/(d²+ε))`). Without it training was unstable, but it means this is a + *distance-biased softmax attention*, not a literal gravitational field — the normalisation + reintroduces global competition between keys. +- **MHA → GQA transfer is an open question.** The mechanism was first prototyped on MHA + (1 KV head per query head). Here it runs on GQA by `repeat_kv`-expanding 2 KV heads to 16 + and giving each query head its own mass; whether this is the right granularity (vs. one + mass per KV group) is **unresolved** and may matter for convergence. +- **Loading requires the patch** (below). **GGUF builds run standard attention, not gravity** + (llama.cpp has no kernel for `M²/(‖q−k‖²+ε)`) — the `*.gguf` files are format placeholders + and produce incorrect output. + +## Loading (requires the gravity patch) +```bash +python load_gravity2.py # from_pretrained -> patch_qwen_with_gravity -> load gravity_mass_log.pt +``` +Weights are LoRA-merged into the base but were trained under gravity scoring; loading them +under vanilla attention gives garbage. `config.json` ships `_attn_implementation="eager"` +only so the checkpoint loads — the patch switches it to gravity. + +## License & attribution +Released under the **MIT License**. This is a **derivative work of +[`WeiboAI/VibeThinker-3B`](https://huggingface.co/WeiboAI/VibeThinker-3B)** (the base model +for the experiment), which is distributed under the **MIT License**; that license is +inherited here and the original authors are credited accordingly. \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..28028c0 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,54 @@ +{%- if tools %} + {{- '<|im_start|>system\n' }} + {%- if messages[0]['role'] == 'system' %} + {{- messages[0]['content'] }} + {%- else %} + {{- 'You are a helpful assistant.' }} + {%- endif %} + {{- "\n\n# 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' }} + {%- else %} + {{- '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }} + {%- endif %} +{%- endif %} +{%- for message in messages %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %} + {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} + {%- elif message.role == "assistant" %} + {{- '<|im_start|>' + message.role }} + {%- if message.content %} + {{- '\n' + message.content }} + {%- endif %} + {%- for tool_call in message.tool_calls %} + {%- if tool_call.function is defined %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- '\n\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {{- tool_call.arguments | tojson }} + {{- '}\n' }} + {%- endfor %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\n' }} + {{- message.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' }} +{%- endif %} diff --git a/config.json b/config.json new file mode 100644 index 0000000..67ee208 --- /dev/null +++ b/config.json @@ -0,0 +1,69 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "dtype": "bfloat16", + "eos_token_id": 151643, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 11008, + "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": 131072, + "max_window_layers": 36, + "model_type": "qwen2", + "num_attention_heads": 16, + "num_hidden_layers": 36, + "num_key_value_heads": 2, + "pad_token_id": null, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "rope_theta": 1000000.0, + "rope_type": "default" + }, + "sliding_window": null, + "tie_word_embeddings": true, + "transformers_version": "5.12.1", + 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