From 2010ce46786c1f38b6d868a5419930a459ec04e9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 22 Oct 2026 14:58:15 +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: Jeesup/svd-safety-l2_jbbmix_ka1_a1p0_free_remove40 Source: Original Platform --- .gitattributes | 35 + LICENSE.txt | 126 + README.md | 58 + USE_POLICY.md | 50 + compression.eval.json | 3428 +++++++++++++++++++ compression.json | 3428 +++++++++++++++++++ config.json | 30 + evaluation/safety/overrefusal.json | 284 ++ evaluation/safety/strongreject_summary.json | 13 + evaluation/safety/summary.json | 13 + evaluation/utility/ppl.json | 6 + generation_config.json | 10 + model-00001-of-00003.safetensors | 3 + model-00002-of-00003.safetensors | 3 + model-00003-of-00003.safetensors | 3 + model.safetensors.index.json | 298 ++ resmix/compression.json | 3218 +++++++++++++++++ resmix/x_s_corpus.json | 73 + special_tokens_map.json | 23 + tokenizer.model | 3 + tokenizer_config.json | 44 + 21 files changed, 11149 insertions(+) create mode 100644 .gitattributes create mode 100644 LICENSE.txt create mode 100644 README.md create mode 100644 USE_POLICY.md create mode 100644 compression.eval.json create mode 100644 compression.json create mode 100644 config.json create mode 100644 evaluation/safety/overrefusal.json create mode 100644 evaluation/safety/strongreject_summary.json create mode 100644 evaluation/safety/summary.json create mode 100644 evaluation/utility/ppl.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00003.safetensors create mode 100644 model-00002-of-00003.safetensors create mode 100644 model-00003-of-00003.safetensors create mode 100644 model.safetensors.index.json create mode 100644 resmix/compression.json create mode 100644 resmix/x_s_corpus.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 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The courts of California shall have exclusive +jurisdiction of any dispute arising out of this Agreement. + diff --git a/README.md b/README.md new file mode 100644 index 0000000..d05d2b9 --- /dev/null +++ b/README.md @@ -0,0 +1,58 @@ +--- +license: llama2 +base_model: meta-llama/Llama-2-7b-chat-hf +library_name: transformers +pipeline_tag: text-generation +tags: +- llama2 +- svd +- compression +- safety +- interpretability +--- + +# svd-safety-l2_jbbmix_ka1_a1p0_free_remove40 + +A Llama-2-7b-chat checkpoint compressed with SVD-LLM to **60.0% of dense +parameters**, then given a **0.0% parameter budget** of restored SVD +components selected by the **`unknown`** rule. + +This is a research artifact from a study of how SVD compression damages safety +behaviour and which component-selection rule best repairs it. It is one cell of a +grid over selection rules and budgets; it is **not** a general-purpose chat model. + +## Provenance + +| field | value | +|---|---| +| base (uncompressed) | `meta-llama/Llama-2-7b-chat-hf` | +| compression | SVD-LLM, 40.00% of parameters removed | +| selection rule | `unknown` | +| restore budget | 0.000% of dense parameters | +| components restored | 0 | +| components swapped out | 0 | +| resulting parameter fraction | 0.5998 | +| seed | 42 | + +## Measured + +| metric | value | +|---|---| +| AdvBench ASR (HarmBench judge) | 0.1615 | +| StrongREJECT ASR (HarmBench judge) | 0.1725 | +| Macro over-refusal (WildGuard) | 0.1249 | +| WikiText-2 perplexity | 11.4554 | + + +## Intended use and limitations + +This checkpoint exists to measure safety/utility trade-offs under compression. +Several arms in the grid are **deliberately safety-degraded** relative to +Llama-2-7b-chat: compression alone raises attack-success rate, and the point of +the study is to quantify that and test recovery. Treat any given cell as an +experimental subject, not as a deployable assistant, and evaluate it yourself +before drawing conclusions from it. + +## Licence + +Llama 2 Community License. `LICENSE.txt` and `USE_POLICY.md` are included in this repository, and use of this derivative is bound by them. Built with Llama 2. diff --git a/USE_POLICY.md b/USE_POLICY.md new file mode 100644 index 0000000..abbcc19 --- /dev/null +++ b/USE_POLICY.md @@ -0,0 +1,50 @@ +# Llama 2 Acceptable Use Policy + +Meta is committed to promoting safe and fair use of its tools and features, including Llama 2. If you access or use Llama 2, you agree to this Acceptable Use Policy (“Policy”). The most recent copy of this policy can be found at [ai.meta.com/llama/use-policy](http://ai.meta.com/llama/use-policy). + +## Prohibited Uses +We want everyone to use Llama 2 safely and responsibly. You agree you will not use, or allow others to use, Llama 2 to: + +1. Violate the law or others’ rights, including to: + 1. 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Fail to appropriately disclose to end users any known dangers of your AI system + +Please report any violation of this Policy, software “bug,” or other problems that could lead to a violation of this Policy through one of the following means: + +* Reporting issues with the model: [github.com/facebookresearch/llama](http://github.com/facebookresearch/llama) +* Reporting risky content generated by the model: [developers.facebook.com/llama_output_feedback](http://developers.facebook.com/llama_output_feedback) +* Reporting bugs and security concerns: [facebook.com/whitehat/info](http://facebook.com/whitehat/info) +* Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama: [LlamaUseReport@meta.com](mailto:LlamaUseReport@meta.com) + diff --git a/compression.eval.json b/compression.eval.json new file mode 100644 index 0000000..91fa0c2 --- /dev/null +++ b/compression.eval.json @@ -0,0 +1,3428 @@ +{ + "source": 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"composition": "harm", + "span": "user turn + dense model response", + "n_seqs": 451, + "seqlen": 2048, + "n_tokens": 923648, + "n_prompts_available": 4018, + "n_special_per_seq": 16.81374740600586, + "n_units": 4018, + "mean_tokens_per_unit": 244.0955699352912, + "response_model": "/lustre/jeesup0103/svd-safety/assets/huggingface/hub/models--meta-llama--Llama-2-7b-chat-hf/snapshots/f5db02db724555f92da89c216ac04704f23d4590", + "n_records": 4018, + "n_kept": 4018, + "min_response_chars": 20, + "dense_refusal_cue_fraction": 0.9624191139870583 + } +} \ No newline at end of file diff --git a/special_tokens_map.json b/special_tokens_map.json new file mode 100644 index 0000000..451134b --- /dev/null +++ b/special_tokens_map.json @@ -0,0 +1,23 @@ +{ + "bos_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "unk_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + } +} diff --git a/tokenizer.model b/tokenizer.model new file mode 100644 index 0000000..6c00c74 --- /dev/null +++ b/tokenizer.model @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347 +size 499723 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..6e95a65 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,44 @@ +{ + "add_bos_token": true, + "add_eos_token": false, + "add_prefix_space": true, + "added_tokens_decoder": { + "0": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "1": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "2": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "", + "chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<>\\n' + system_message + '\\n<>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %}", + "clean_up_tokenization_spaces": false, + "eos_token": "", + "legacy": false, + "model_max_length": 1000000000000000019884624838656, + "pad_token": null, + "padding_side": "right", + "sp_model_kwargs": {}, + "spaces_between_special_tokens": false, + "tokenizer_class": "LlamaTokenizer", + "unk_token": "", + "use_default_system_prompt": false +}