Card: what this port does, and what it leaves out

README.md

@@ -26,6 +26,19 @@ that share one set of weights; the token table is a separate float16 file the ho
 | `gliner25_decide_fp16hw.tflite` | 1026 MB | wfp16's storage (float16 FULLY_CONNECTED weights behind DEQUANTIZE) over the FP16-hardware graph: LayerNorm power-of-two pre-scale (x*2^-k, eps*4^-k, k from the corpus' FP32 ranges), first feed-forward FULLY_CONNECTED split in two halves, finite -1e4 mask |
 | `gliner25_decide_embeddings_f16.bin` | 262 MB | float16 [128011, 1024], little-endian, row-major |
 
+## What this port does, and what it leaves out
+
+- **Classification, as the gliner2 library runs `classify_text`:** single-label and multi-label tasks, labels with
+  descriptions, several tasks in one call. On 2,338 recorded decisions it gives the library's label on all 2,338
+  (`wfp16`) and on 2,332 (`fp16hw` at GPU FP16); see Validation.
+- **No extraction.** The original checkpoint also carries GLiNER2's span heads (`span_rep`, `count_pred`, `count_embed`),
+  which serve `extract_entities`, `extract_json` and `extract_relations`, and its card lists named entity recognition.
+  This port exports only the encoder and the classification head, so it cannot extract spans. For extraction on
+  LiteRT, see [spybyscript/gliner25-base-litert](https://huggingface.co/spybyscript/gliner25-base-litert).
+- **At most 512 tokens a request** (the task prompts, labels and text together). Longer requests are refused, not
+  truncated: split the text or spread the tasks over several calls. The original runs with dynamic shapes.
+- **Weights:** only their storage and compute precision change (see the file table); nothing is retrained or pruned.
+
 ## Use
 
 Tokenize with `tokenizer.json` and pack the prompt exactly as gliner2 2.0.0 does. Pick the smallest signature that holds the ids

SHA256SUMS

@@ -1,6 +1,6 @@
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 0a8689579d9a76e8b3b1c6769e7293d7ad0672394545f7fab94c24eb167a96a0  NOTICE.txt
-3a835c128e6eec1f68b7dd4a458403347a83991034eb69b93c12b99fd693d69e  README.md
+b2b84a25c40c58629a95ee2f5eebd03f77ba1090e26ed44000b6edd93fcd9b15  README.md
 b3595e87167c626611cb102d066bda3a07af7c521520a1e4ee04d52db33ab5f2  config.json
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