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Project description
Web-RWKV-Py
Python binding for web-rwkv
.
Todos
- Basic V5 inference support
- Support V4, V5 and V6
- Batched inference
Usage
-
Install python and rust.
-
Install maturin by
$ pip install maturin
-
Build and install:
$ maturin develop --release
-
Try using
web-rwkv
in python:import web_rwkv_py as wrp model = wrp.Model( "/path/to/model.st", # model path quant=0, # int8 quantization layers quant_nf4=0, # nf4 quantization layers ) logits, state = model.run([114, 514], state=None)
Advanced Usage
-
Clone states:
logits, state = model.run([114, 514], state=None) state_cloned = model.clone_state(state)
-
Return predictions of all tokens (not only the last's):
logits, state = model.run_full([114, 514, 1919, 810], state=None) assert(len(logits) == 4)
-
Specify token chunk size (default is 128, the larger the faster prefilling is, but you will need a beefy GPU):
tokens = [114, 514, 1919, 810] logits, state = model.run_full(tokens, state=None, token_chunk_size=256)
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SHA256 | 049cdbd4eaee35a7788173a71f9772869f11ce48d0af2f07675d537371f88d46 |
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MD5 | 6eb339b9e310756bd3adfab265e6a844 |
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BLAKE2b-256 | adb36045ec39724c29e46aa6a1ebb4a1ad597e74891becfd5abf8cbcb8f1a60f |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
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SHA256 | 001b3c3f9c5d71b59e49596acc9c3c79e1296740350b986a8057462fb1edd271 |
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MD5 | c433bf661d37c79b8dc2562069043cbc |
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BLAKE2b-256 | d05f1551499c2a4c21b0fbcf190121c61804d88f2715a0c0e3acc9852633b19d |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | e2b342ae20bf770ba067ae78fb399c5ca0f50d84f540bddebc6741c1e97eb78e |
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MD5 | 9a2a083d99c07d16457e77d7b4a2929c |
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BLAKE2b-256 | b75554ac74a6570b86bfc7d43bc881caf5ca300859125dafe49e5a7fefbf2067 |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | abc6e30c4334a383bbcb1b3048dd97aa5bdefdc7f49da7ac86af4c046df6faa3 |
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MD5 | c58fff7163f829108118fdd94281bea0 |
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BLAKE2b-256 | 36de8242e7dde14ef9aca560ce18a548ab12f6809f0b3abf28d3993fa828c4f4 |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 1579c04b21addd93da98c38ab5a96e0ba16263ff92425370d6579dd15c1d8c6b |
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MD5 | af5a3e53e8108bb9f80e4fa436809f8c |
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BLAKE2b-256 | 5f095b5d926b2ffbf048dd5ee6901332540497c42ecac8354d254e2e6e94922e |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
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SHA256 | a78e1153cfa07d21ff0bd90617bfcdaaa6e5943b9e49a4f3107ed45c53a8a77b |
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MD5 | 6a4b9226aee223fc10620e6150c2ae99 |
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BLAKE2b-256 | 2c2e70270ceb6a402686b74505a8a84942f46e2729bc89b5c4fdbe06bd98e48a |
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Hashes for web_rwkv_py-0.2.1-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 3344ca99b8cf53545e2897156cc2e99fd192df99363ae1271488afcd746ad8f8 |
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MD5 | 0220df9d37295fd7196d2eaa7ad0c6e9 |
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BLAKE2b-256 | 3f846e003d19754c3fdbfb6c55f6a70632437feb0884d1e9e458631cd83d6d80 |
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Hashes for web_rwkv_py-0.2.1-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6f37707468431d0f051b9b6a2f47b6a1922ff3143bfceb358307ff194f6fa132 |
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MD5 | 7ef8ca72d6a1f6354daf9862b28f2c19 |
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BLAKE2b-256 | 311ab439dbd1b2e297dca8c0c4f0d7b565f47a53c2d832098d5a7ac51a32f8a5 |
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Hashes for web_rwkv_py-0.2.1-cp39-none-win32.whl
Algorithm | Hash digest | |
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SHA256 | 3a229bed36b2548069dd53d9fea5460d2e40077b765624f9f81dd234a600d756 |
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MD5 | 72107a8634cebc0c8a1d0e441c432835 |
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BLAKE2b-256 | 05b7a2fef0575fd25569af7cf03dabf6e1271132c4cbdf7c92a0eb05d7e8f4cc |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 4e01246b8826b9d4c6c9ef55a79c52b79bbc57582b6f64f060fbb896435cfebe |
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MD5 | 698f7c748b508e71fd9ed12b7f451f5f |
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BLAKE2b-256 | caa495faad8ae249a135a36e8cbed61fd6f937a1535afaec949dfb307429be5a |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
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SHA256 | 167affcf499d337699fb46b1d7ae40eb098be490cc1b7eb19a6c74245cd8de9d |
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MD5 | 3b1f74a6264de5f598e8f9c050ce61a2 |
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BLAKE2b-256 | afecb7150a9683cff1982e99dfb9e75606c9e835a0f02cb5a203ddcbc9de5995 |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d5ad2faa8e25740764c83060392512d37fd055918333ce03a9b479214c3542d1 |
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MD5 | 2325f72760c21bd7cde387b69b04fde6 |
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BLAKE2b-256 | 2a56ddfed063c29ac2162076afc833c73bf54bec719108a2e3c67b27ca8cde19 |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d5cb1640aa356b774af58cb3512b41834ccd3b5c1cd770fc5dd79828b247a64 |
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MD5 | e31d41493fb64cab14fd53e27ed74634 |
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BLAKE2b-256 | e2a9e5aa97791e96ca18528c19b1e748bfad1706802cede769b7e1401541b9d7 |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07c6dfe76f6773134b4779e87ade01df3e84749886caefd39e5567527f2d77ee |
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MD5 | 32b8000f88f82166ca76548b2ee815f4 |
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BLAKE2b-256 | f5baeb4118f00a76da9e20401b90f464b2c0e0fc3de7d38ec07392e41ca07c03 |
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Hashes for web_rwkv_py-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 80354ec3bb038f00cab5f3ae35c8c23bedb15771c52d9a2ac996105a44181b92 |
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MD5 | 3d4c8daf9cae03fb33efc8a13f753978 |
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BLAKE2b-256 | 5dbc616014b2218e604f4ebbcbdb0bfe61ef7a5dd4e5209c581409b30b079bae |
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Hashes for web_rwkv_py-0.2.1-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0b8202aa7aaac12173984b84648edb46ea46937ac4b4a7ff319dddd6c055b0f5 |
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MD5 | 1d9ba56d72de24b76dba0d8510952424 |
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BLAKE2b-256 | 77830ddf342f2f6c19d35ea252ec2b72fa88820215bf2876bd53efac9fba5237 |
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Hashes for web_rwkv_py-0.2.1-cp38-none-win32.whl
Algorithm | Hash digest | |
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SHA256 | 5fa4d75fbae22226e7feb7580d33432e0b3eee7506ea120ed878581f804e2975 |
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MD5 | 7581fd699a54e3ece111df2c27c6fba8 |
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BLAKE2b-256 | f2f13c7d3c84b15d10c46cbb24c2e1a6501d70210c771a962d11b4f3e75a51a8 |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8bc7628d79b56fa9e1ac47fe58eae7d43767c8e2e9a729d7afda45b6d55a504 |
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MD5 | cc12a243eafcf50179ed6457dec4b458 |
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BLAKE2b-256 | 10b0ca651256b5641a1a8265345830d62d5aa1420ac3844925bbcf071e96b0bd |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
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SHA256 | 33ae87e4339f5864b41ba24748cac321a2307753bbc26081ef439c7027f7e85b |
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MD5 | 3e21b556c65c9d8472034d9207e738b2 |
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BLAKE2b-256 | d8b4dfef62f7bc1c15b2cf06f711bbc55c88a53fd7afe854e6e13d20dde3b1fd |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3cfb96f69bb006e2c42f3bf24b19e5160b2e0b0d5b91754036375b188a93189a |
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MD5 | 64ceb0eda0f1e10ef42431fd23623f21 |
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BLAKE2b-256 | 052c28b28c20dc1f890f691346a3ea23b596a77bf581640e709414bc38214109 |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ad327cb4c9638ace2d815adff13a647f93ed55cad247c2048c12e7785401599 |
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MD5 | e6f5fd2d8e0ab31a1dfb8c2d27049d27 |
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BLAKE2b-256 | 5fc0b7193b1b00645d1fa0e72ef39d802b35c1d4ad3ee67fe3a62cbac4b08fda |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83028fa2a9df7a2ad35fb54558319fdcf8cf4ebae75af045ca7111b800ffaf9e |
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MD5 | 52e2453aec78332425cefb5dd2288e01 |
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BLAKE2b-256 | df8af6260d70338f2e7e5e9ed0962d395c5ff9999f542fcbf155b5ce2cdf3b87 |
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Hashes for web_rwkv_py-0.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 36d7d8594486628bc9650d533714e63dae9e612a77fc8967f7d46567480c1fc9 |
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MD5 | 93652730cbd7f2cf8883563853287570 |
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BLAKE2b-256 | f5c4a81cd41638624c7d6b93fe4dd1a6d5bcf85ddffe49897c9abd2030ed8382 |