Feature Extraction
Transformers
English
esmc_sae
biology
esm
protein
sparse-autoencoder
interpretability
protein-embeddings
protein-language-model
unsupervised-learning
Instructions to use biohub/ESMC-300M-sae-k64-codebook16384 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use biohub/ESMC-300M-sae-k64-codebook16384 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="biohub/ESMC-300M-sae-k64-codebook16384")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("biohub/ESMC-300M-sae-k64-codebook16384", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- config.json +40 -0
- layer_0.safetensors +3 -0
- layer_1.safetensors +3 -0
- layer_10.safetensors +3 -0
- layer_11.safetensors +3 -0
- layer_12.safetensors +3 -0
- layer_13.safetensors +3 -0
- layer_14.safetensors +3 -0
- layer_15.safetensors +3 -0
- layer_16.safetensors +3 -0
- layer_17.safetensors +3 -0
- layer_18.safetensors +3 -0
- layer_19.safetensors +3 -0
- layer_2.safetensors +3 -0
- layer_20.safetensors +3 -0
- layer_21.safetensors +3 -0
- layer_22.safetensors +3 -0
- layer_23.safetensors +3 -0
- layer_24.safetensors +3 -0
- layer_25.safetensors +3 -0
- layer_26.safetensors +3 -0
- layer_27.safetensors +3 -0
- layer_28.safetensors +3 -0
- layer_29.safetensors +3 -0
- layer_3.safetensors +3 -0
- layer_30.safetensors +3 -0
- layer_4.safetensors +3 -0
- layer_5.safetensors +3 -0
- layer_6.safetensors +3 -0
- layer_7.safetensors +3 -0
- layer_8.safetensors +3 -0
- layer_9.safetensors +3 -0
config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"available_layers": [
|
| 3 |
+
0,
|
| 4 |
+
1,
|
| 5 |
+
2,
|
| 6 |
+
3,
|
| 7 |
+
4,
|
| 8 |
+
5,
|
| 9 |
+
6,
|
| 10 |
+
7,
|
| 11 |
+
8,
|
| 12 |
+
9,
|
| 13 |
+
10,
|
| 14 |
+
11,
|
| 15 |
+
12,
|
| 16 |
+
13,
|
| 17 |
+
14,
|
| 18 |
+
15,
|
| 19 |
+
16,
|
| 20 |
+
17,
|
| 21 |
+
18,
|
| 22 |
+
19,
|
| 23 |
+
20,
|
| 24 |
+
21,
|
| 25 |
+
22,
|
| 26 |
+
23,
|
| 27 |
+
24,
|
| 28 |
+
25,
|
| 29 |
+
26,
|
| 30 |
+
27,
|
| 31 |
+
28,
|
| 32 |
+
29,
|
| 33 |
+
30
|
| 34 |
+
],
|
| 35 |
+
"codebook_dim": 16384,
|
| 36 |
+
"d_model": 960,
|
| 37 |
+
"k": 64,
|
| 38 |
+
"model_type": "esmc_sae",
|
| 39 |
+
"transformers_version": "4.57.6"
|
| 40 |
+
}
|
layer_0.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:411f4423d3a5bbe230f87e357b75561025a84b775b4a502e9a7c9ad4164e83b8
|
| 3 |
+
size 125964424
|
layer_1.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c0c693d3ecb239bc28e1fbb804abcd0c825e44ed3588d9d547eeb01520eab32f
|
| 3 |
+
size 125964424
|
layer_10.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69eab9e5e9e95a1f381baa9fe0bb5ffdc6f1e46b3ec93013e8608e57d4902421
|
| 3 |
+
size 125964424
|
layer_11.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:519e7d357d0c35dee4136c0c95f39d66979d9677fa4ac6e3fe3d8fcb9e122b53
|
| 3 |
+
size 125964424
|
layer_12.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0356813cab489c415f07f5ba755001f36276b36ea280d5f19eae02243bd4d22d
|
| 3 |
+
size 125964424
|
layer_13.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f61bfc655ec8ba1e79efd5270c541b969c2325260caaf95991e09d4a04b5c8e
|
| 3 |
+
size 125964424
|
layer_14.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d0039174dce4d1556aa00c8e65df417a9019d7099e371ab2c4f9e345099a9735
|
| 3 |
+
size 125964424
|
layer_15.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96e566c394ceb1411dfd219142558800f2f5bb8cbe3dbf7130d55e739dab065b
|
| 3 |
+
size 125964424
|
layer_16.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7466e8a8239266e70c22b9160dffaed6df512e3f5f1d36e94a69e7474eaa766
|
| 3 |
+
size 125964424
|
layer_17.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:317710a0b365904e42b942469d559609b2ea766168da63d19d155fa8fcd31312
|
| 3 |
+
size 125964424
|
layer_18.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8246a2de21217b4e44c80c94114294f8a0f875d9c5f0521cbe195bf598278056
|
| 3 |
+
size 125964424
|
layer_19.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0a6bb2cbc92f8d4339bd48a844530db4919509a48be9db5e005d79d547ab8fa4
|
| 3 |
+
size 125964424
|
layer_2.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9738ad1e390b36ca96110a47ae83939a40ed3db419a9a8f86d76dad87892dc0d
|
| 3 |
+
size 125964424
|
layer_20.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c5e9296193a0cb510bc4532ffa0aea8214f58d89119348df31db669a00e635b
|
| 3 |
+
size 125964424
|
layer_21.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:37fe621de6abc8e73cfa5fd367de1ebf8d90a3b96315a591a6e529b5521b9536
|
| 3 |
+
size 125964424
|
layer_22.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0231e81d1357b6d0ca762ad4b5f4989d6fa56e7fc5a749d5834df36f1024b56e
|
| 3 |
+
size 125964424
|
layer_23.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6774d6db70546b789d8411da25fac569b43e86b5faf76b3837e5db41d4b1c81a
|
| 3 |
+
size 125964424
|
layer_24.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4fe3c89470b9334282db5cd51f5cc0e5ec150e460557ae070069d58334ed3a8
|
| 3 |
+
size 125964424
|
layer_25.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5dd1e4d5df5ac1bb21fd84fdea08ac45fec782f3b2d926ccd611844c89db3a54
|
| 3 |
+
size 125964424
|
layer_26.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f88c5a75023ae25da6caa98f114f13b20d668cd9d535e2838937f8d4cbebe7d9
|
| 3 |
+
size 125964424
|
layer_27.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:581e135798b8ef43f568b5124f5225cdd3994f47014b0fba9abf960e15b1123d
|
| 3 |
+
size 125964424
|
layer_28.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8bc0b2dca5e4362748223ead5c68125dbcb2bb8fe7441965c6f2dc504ba4a652
|
| 3 |
+
size 125964424
|
layer_29.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:115066884915660b04f4001bebd8045fa1739f7cbf01d586fb97a0b49b800358
|
| 3 |
+
size 125964424
|
layer_3.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:89fbbf1f8eb92aad5fc240b807a0776948f595abadf93973af7d6566af2c6456
|
| 3 |
+
size 125964424
|
layer_30.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6254eeda884b72d788d088993aaa97a3d5ab375db3fdfcab56acaa64ee77a3c1
|
| 3 |
+
size 125964424
|
layer_4.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d194e98160075ebdeaf7e79733a66c125c20a79489aa7a3fd81016d9ebda0ff8
|
| 3 |
+
size 125964424
|
layer_5.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8107677284a49c5cdf0af19a1dcf9e79ea3b065d1512cdf78c45cdb9f8611c78
|
| 3 |
+
size 125964424
|
layer_6.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a7a969c821fdd85c6cd4f28fac850d5aff06a164c2c1f114be01f2aa45cc32c2
|
| 3 |
+
size 125964424
|
layer_7.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:42ab20ea05c79e0c9f03b26be06b890408440388a1732d22ecbeef3aded1f2b9
|
| 3 |
+
size 125964424
|
layer_8.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3809536705775eacc2249d47b8b291e0ecdbedd585894b58b4a05a3f40d3cbc8
|
| 3 |
+
size 125964424
|
layer_9.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3823320edd3e6c263dc007895b43b11806078d8d16bfe1f31e7374be4a4382ea
|
| 3 |
+
size 125964424
|