commit 8a89fda3f45c42b8429c6bcf93be057fd6899f3a Author: ModelHub XC Date: Wed Sep 16 08:32:16 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: LiquidAI/LFM2-350M-PII-Extract-JP-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..85e24dd --- /dev/null +++ b/.gitattributes @@ -0,0 +1,41 @@ +*.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 +LFM2-350M-PII-Extract-JP-F16.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-350M-PII-Extract-JP-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-350M-PII-Extract-JP-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-350M-PII-Extract-JP-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-350M-PII-Extract-JP-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-350M-PII-Extract-JP-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2-350M-PII-Extract-JP-F16.gguf b/LFM2-350M-PII-Extract-JP-F16.gguf new file mode 100644 index 0000000..b67c4bd --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0222e9f8162f4b4029239d83866bcd1974fe57e4f90df8a6649511f3ef2e7cb +size 711484000 diff --git a/LFM2-350M-PII-Extract-JP-Q4_0.gguf b/LFM2-350M-PII-Extract-JP-Q4_0.gguf new file mode 100644 index 0000000..a6f638e --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf978ba1a5b63c4c8f78e86f60cb3b07ff7c5f1be4f2baf6934df3ba6edbe1b7 +size 219308640 diff --git a/LFM2-350M-PII-Extract-JP-Q4_K_M.gguf b/LFM2-350M-PII-Extract-JP-Q4_K_M.gguf new file mode 100644 index 0000000..8c17b8c --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ae7bb97a543ee57629f322da2b5f499d10825245b1d29aaec09076d6b8f4bcb +size 229311072 diff --git a/LFM2-350M-PII-Extract-JP-Q5_K_M.gguf b/LFM2-350M-PII-Extract-JP-Q5_K_M.gguf new file mode 100644 index 0000000..8d675cd --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db7ad9fc5980b972b702245ee0c1e763f4c8254162ae38d6edcab457d0de8cb1 +size 260375136 diff --git a/LFM2-350M-PII-Extract-JP-Q6_K.gguf b/LFM2-350M-PII-Extract-JP-Q6_K.gguf new file mode 100644 index 0000000..7340e02 --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab4eb9a5a7e05353485e1e2ee9243ce835d2d4b3517aadbfd56feeed8bc9ede7 +size 293380704 diff --git a/LFM2-350M-PII-Extract-JP-Q8_0.gguf b/LFM2-350M-PII-Extract-JP-Q8_0.gguf new file mode 100644 index 0000000..217066e --- /dev/null +++ b/LFM2-350M-PII-Extract-JP-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:901e33f4d7aa151e2016748f3a2012d98daf20d94cbba794c5b5f9fd8edd5bb5 +size 379216480 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ec42590 --- /dev/null +++ b/README.md @@ -0,0 +1,53 @@ + +--- +license: other +license_name: lfm1.0 +license_link: LICENSE +tags: +- liquid +- lfm2 +- edge +base_model: +- LiquidAI/LFM2-350M-PII-Extract-JP +--- + +
+
+ Liquid AI +
+
+ +Try LFMDocumentationLEAP +
+
+ +# LFM2-350M-PII-Extract-JP-GGUF + +Based on [LFM2-350M](https://huggingface.co/LiquidAI/LFM2-350M), this checkpoint is designed to **extract personally identifiable information (PII) from Japanese text and output it in JSON format.** +The output can then be used to mask out sensitive information in contracts, emails, personal medical reports, insurance bills, etc. directly on-device. + +Find more details in the original model card: https://huggingface.co/LiquidAI/LFM2-350M-PII-Extract-JP + +## 🏃 How to run LFM2 + +Example usage with [llama.cpp](https://github.com/ggml-org/llama.cpp): + +- Extract address, company/institution names, email addresses, human names, and phone numbers from Japanese text. + ``` + llama-cli -hf LiquidAI/LFM2-350M-PII-Extract-JP-GGUF -st --temp 0.0 --json-schema {} --jinja + ``` + +- Specifying a particular quantization scheme (e.g. `Q8_0`): + ``` + llama-cli -hf LiquidAI/LFM2-350M-PII-Extract-JP-GGUF:Q8_0 -st --temp 0.0 --json-schema {} --jinja + ``` + Several quantization variants are available (`Q4_0`, `Q4_K_M`, `Q5_K_M`, `Q6_K`, `Q8_0`, and `F16`). + +- Only extracting particular entities (e.g. only extract `address` and `company_name`): + ``` + llama-cli -hf LiquidAI/LFM2-350M-PII-Extract-JP-GGUF -st --temp 0.0 --json-schema {} -sys "Extract
, " + ``` \ No newline at end of file diff --git a/leap/Q4_0.json b/leap/Q4_0.json new file mode 100644 index 0000000..03c4fff --- /dev/null +++ b/leap/Q4_0.json @@ -0,0 +1,12 @@ +{ + "inference_type": "llama.cpp/text-to-text", + "schema_version": "1.0.0", + "load_time_parameters": { + "model": "../LFM2-350M-PII-Extract-JP-Q4_0.gguf" + }, + "generation_time_parameters": { + "sampling_parameters": { + "temperature": 0.0 + } + } +} \ No newline at end of file diff --git a/leap/Q4_K_M.json b/leap/Q4_K_M.json new file mode 100644 index 0000000..5780513 --- /dev/null +++ b/leap/Q4_K_M.json @@ -0,0 +1,12 @@ +{ + "inference_type": "llama.cpp/text-to-text", + "schema_version": "1.0.0", + "load_time_parameters": { + "model": "../LFM2-350M-PII-Extract-JP-Q4_K_M.gguf" + }, + "generation_time_parameters": { + "sampling_parameters": { + "temperature": 0.0 + } + } +} \ No newline at end of file diff --git a/leap/Q5_K_M.json b/leap/Q5_K_M.json new file mode 100644 index 0000000..380d1fe --- /dev/null +++ b/leap/Q5_K_M.json @@ -0,0 +1,12 @@ +{ + "inference_type": "llama.cpp/text-to-text", + "schema_version": "1.0.0", + "load_time_parameters": { + "model": "../LFM2-350M-PII-Extract-JP-Q5_K_M.gguf" + }, + "generation_time_parameters": { + "sampling_parameters": { + "temperature": 0.0 + } + } +} \ No newline at end of file diff --git a/leap/Q8_0.json b/leap/Q8_0.json new file mode 100644 index 0000000..4058484 --- /dev/null +++ b/leap/Q8_0.json @@ -0,0 +1,12 @@ +{ + "inference_type": "llama.cpp/text-to-text", + "schema_version": "1.0.0", + "load_time_parameters": { + "model": "../LFM2-350M-PII-Extract-JP-Q8_0.gguf" + }, + "generation_time_parameters": { + "sampling_parameters": { + "temperature": 0.0 + } + } +} \ No newline at end of file