sneakyfree commited on
Commit
ea66faf
·
verified ·
1 Parent(s): 23b6c54

clone from WindyWord/translate-caenes-eo via local upload (ADR-039 Phase C)

Browse files
.gitattributes CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ lora/source.spm filter=lfs diff=lfs merge=lfs -text
37
+ lora/target.spm filter=lfs diff=lfs merge=lfs -text
38
+ herm0/source.spm filter=lfs diff=lfs merge=lfs -text
39
+ herm0/target.spm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ tags:
4
+ - translation
5
+ - marian
6
+ - windyword
7
+ - catalan-english-spanish
8
+ - catalan
9
+ - english
10
+ - spanish
11
+ - esperanto
12
+ language:
13
+ - eo
14
+ library_name: transformers
15
+ pipeline_tag: translation
16
+ ---
17
+
18
+ # WindyWord.ai Translation — Catalan/English/Spanish → Esperanto
19
+
20
+ **Translates Catalan/English/Spanish (Catalan, English, Spanish) → Esperanto.**
21
+
22
+ **Quality Rating: ⭐⭐½ (2.5★ Basic)**
23
+
24
+ Part of the [WindyWord.ai](https://windyword.ai) translation fleet — 1,800+ proprietary language pairs.
25
+
26
+ ## Quality & Pricing Tier
27
+
28
+ - **5-star rating:** 2.5★ ⭐⭐½
29
+ - **Tier:** Basic
30
+ - **Composite score:** 54.4 / 100
31
+ - **Rated via:** Grand Rounds v2 — an 8-test stress battery (paragraphs, multi-paragraph, native input, domain stress, edge cases, round-trip fidelity, speed, and consistency checks)
32
+
33
+ ## Available Variants
34
+
35
+ This repository contains multiple deployment formats. Pick the one that matches your use case:
36
+
37
+ | Variant | Description |
38
+ |---|---|
39
+ | `lora/` | **WindyStandard** — our proprietary production baseline. Stable, reliable, optimized for GPU inference. |
40
+ | `lora-ct2-int8/` | **WindyStandard · CPU INT8** — CTranslate2 quantized version of WindyStandard. ~25% of the size, 2–4× faster on CPU, no measurable quality loss. |
41
+ | `herm0/` | **WindyEnhanced** — deep fine-tuned on OPUS-100, Tatoeba, and WikiMatrix parallel corpora. Measurably higher translation quality on supported pairs. |
42
+ | `herm0-ct2-int8/` | **WindyEnhanced · CPU INT8** — CTranslate2 quantized WindyEnhanced. Premium quality, CPU-efficient. |
43
+
44
+ ### Quick usage
45
+
46
+ **Transformers (PyTorch):**
47
+ ```python
48
+ from transformers import MarianMTModel, MarianTokenizer
49
+ tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-caenes-eo", subfolder="lora")
50
+ model = MarianMTModel.from_pretrained("WindyWord/translate-caenes-eo", subfolder="lora")
51
+ ```
52
+
53
+ **CTranslate2 (fast CPU inference):**
54
+ ```python
55
+ import ctranslate2
56
+ translator = ctranslate2.Translator("path/to/translate-caenes-eo/lora-ct2-int8")
57
+ ```
58
+
59
+ ## Commercial Use
60
+
61
+ The WindyWord.ai platform provides:
62
+ - **Mobile apps** (iOS, Android — coming soon)
63
+ - **Real-time voice-to-text-to-translation** pipeline
64
+ - **API access** with premium model quality
65
+ - **Offline deployment** support
66
+
67
+ Visit [windyword.ai](https://windyword.ai) for apps and commercial API access.
68
+
69
+ ---
70
+
71
+ ## Provenance & License
72
+
73
+ Weights derived from the OPUS-MT project ([Helsinki-NLP/opus-mt-caenes-eo](https://huggingface.co/Helsinki-NLP/opus-mt-caenes-eo)) under CC-BY-4.0. WindyStandard, WindyEnhanced, and WindyScripture variants are proprietary to WindyWord.ai, independently trained and quality-certified via our Grand Rounds v2 test battery.
74
+
75
+ Licensed CC-BY-4.0 — attribution preserved as required.
76
+
77
+ *Certified by Opus 4.6 Opus-Claw (Dr. C) on Veron-1 (RTX 5090).*
78
+ *Patient file: [clinic record](https://github.com/sneakyfree/Windy-Clinic/blob/main/translation-pairs/caenes-eo.json)*
herm0-ct2-int8/config.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_source_bos": false,
3
+ "add_source_eos": false,
4
+ "bos_token": "<s>",
5
+ "decoder_start_token": "</s>",
6
+ "eos_token": "</s>",
7
+ "layer_norm_epsilon": null,
8
+ "multi_query_attention": false,
9
+ "unk_token": "<unk>"
10
+ }
herm0-ct2-int8/model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60da3ed9db0329ba38e5411df03f1134e348a9756a13d2e7d3615398b3131708
3
+ size 62407635
herm0-ct2-int8/shared_vocabulary.json ADDED
The diff for this file is too large to render. See raw diff
 
herm0/added_tokens.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "<s>": 32001
3
+ }
herm0/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/home/user1-gpu/Desktop/grants_folder/windy-pro/models/windy-pair-caenes-eo/lora",
3
+ "activation_dropout": 0.0,
4
+ "activation_function": "relu",
5
+ "architectures": [
6
+ "MarianMTModel"
7
+ ],
8
+ "attention_dropout": 0.0,
9
+ "bos_token_id": 0,
10
+ "d_model": 512,
11
+ "decoder_attention_heads": 8,
12
+ "decoder_ffn_dim": 2048,
13
+ "decoder_layerdrop": 0.0,
14
+ "decoder_layers": 6,
15
+ "decoder_start_token_id": 32000,
16
+ "decoder_vocab_size": 32001,
17
+ "dropout": 0.1,
18
+ "dtype": "float16",
19
+ "encoder_attention_heads": 8,
20
+ "encoder_ffn_dim": 2048,
21
+ "encoder_layerdrop": 0.0,
22
+ "encoder_layers": 6,
23
+ "eos_token_id": 0,
24
+ "forced_eos_token_id": 0,
25
+ "init_std": 0.02,
26
+ "is_encoder_decoder": true,
27
+ "max_length": null,
28
+ "max_position_embeddings": 512,
29
+ "model_type": "marian",
30
+ "normalize_embedding": false,
31
+ "num_beams": null,
32
+ "num_hidden_layers": 6,
33
+ "pad_token_id": 32000,
34
+ "scale_embedding": true,
35
+ "share_encoder_decoder_embeddings": true,
36
+ "static_position_embeddings": true,
37
+ "torch_dtype": "float32",
38
+ "transformers_version": "4.45.1",
39
+ "use_cache": true,
40
+ "vocab_size": 32001
41
+ }
herm0/generation_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bad_words_ids": [
4
+ [
5
+ 32000
6
+ ]
7
+ ],
8
+ "bos_token_id": 0,
9
+ "decoder_start_token_id": 32000,
10
+ "eos_token_id": 0,
11
+ "forced_eos_token_id": 0,
12
+ "max_length": 512,
13
+ "num_beams": 8,
14
+ "pad_token_id": 32000,
15
+ "transformers_version": "4.45.1"
16
+ }
herm0/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e54e2776168f22e34c92f8db2ae94920f877725d86058e574fdfade5e96b4180
3
+ size 242249092
herm0/source.spm ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d561cdf0fc7ad693c1bf1fe21732c6434650623ec69dc712aceb36483587914d
3
+ size 805644
herm0/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "<pad>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
herm0/target.spm ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d561cdf0fc7ad693c1bf1fe21732c6434650623ec69dc712aceb36483587914d
3
+ size 805644
herm0/tokenizer_config.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "</s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<unk>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "32000": {
20
+ "content": "<pad>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "32001": {
28
+ "content": "<s>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ }
35
+ },
36
+ "bos_token": "<s>",
37
+ "clean_up_tokenization_spaces": false,
38
+ "eos_token": "</s>",
39
+ "extra_special_tokens": {},
40
+ "model_max_length": 512,
41
+ "pad_token": "<pad>",
42
+ "separate_vocabs": false,
43
+ "source_lang": null,
44
+ "sp_model_kwargs": {},
45
+ "target_lang": null,
46
+ "tokenizer_class": "MarianTokenizer",
47
+ "unk_token": "<unk>"
48
+ }
herm0/vocab.json ADDED
The diff for this file is too large to render. See raw diff
 
lora-ct2-int8/config.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_source_bos": false,
3
+ "add_source_eos": false,
4
+ "bos_token": "<s>",
5
+ "decoder_start_token": "</s>",
6
+ "eos_token": "</s>",
7
+ "layer_norm_epsilon": null,
8
+ "multi_query_attention": false,
9
+ "unk_token": "<unk>"
10
+ }
lora-ct2-int8/model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e48135a176d4bd547b51c9723db270ec8c44ed1bbf56ff503d07a512af6a684e
3
+ size 62407635
lora-ct2-int8/shared_vocabulary.json ADDED
The diff for this file is too large to render. See raw diff
 
lora/added_tokens.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "<s>": 32001
3
+ }
lora/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "Helsinki-NLP/opus-mt-caenes-eo",
3
+ "activation_dropout": 0.0,
4
+ "activation_function": "relu",
5
+ "architectures": [
6
+ "MarianMTModel"
7
+ ],
8
+ "attention_dropout": 0.0,
9
+ "bos_token_id": 0,
10
+ "d_model": 512,
11
+ "decoder_attention_heads": 8,
12
+ "decoder_ffn_dim": 2048,
13
+ "decoder_layerdrop": 0.0,
14
+ "decoder_layers": 6,
15
+ "decoder_start_token_id": 32000,
16
+ "decoder_vocab_size": 32001,
17
+ "dropout": 0.1,
18
+ "dtype": "float16",
19
+ "encoder_attention_heads": 8,
20
+ "encoder_ffn_dim": 2048,
21
+ "encoder_layerdrop": 0.0,
22
+ "encoder_layers": 6,
23
+ "eos_token_id": 0,
24
+ "forced_eos_token_id": 0,
25
+ "init_std": 0.02,
26
+ "is_encoder_decoder": true,
27
+ "max_length": null,
28
+ "max_position_embeddings": 512,
29
+ "model_type": "marian",
30
+ "normalize_embedding": false,
31
+ "num_beams": null,
32
+ "num_hidden_layers": 6,
33
+ "pad_token_id": 32000,
34
+ "scale_embedding": true,
35
+ "share_encoder_decoder_embeddings": true,
36
+ "static_position_embeddings": true,
37
+ "torch_dtype": "float32",
38
+ "transformers_version": "4.45.1",
39
+ "use_cache": true,
40
+ "vocab_size": 32001
41
+ }
lora/generation_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bad_words_ids": [
4
+ [
5
+ 32000
6
+ ]
7
+ ],
8
+ "bos_token_id": 0,
9
+ "decoder_start_token_id": 32000,
10
+ "eos_token_id": 0,
11
+ "forced_eos_token_id": 0,
12
+ "max_length": 512,
13
+ "num_beams": 8,
14
+ "pad_token_id": 32000,
15
+ "transformers_version": "4.45.1"
16
+ }
lora/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f21f29ab7a93c006bf227bd9e1369c851eaec46cb51c11007037047ec8b2e954
3
+ size 242249092
lora/source.spm ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d561cdf0fc7ad693c1bf1fe21732c6434650623ec69dc712aceb36483587914d
3
+ size 805644
lora/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "<pad>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
lora/target.spm ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d561cdf0fc7ad693c1bf1fe21732c6434650623ec69dc712aceb36483587914d
3
+ size 805644
lora/tokenizer_config.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "</s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<unk>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "32000": {
20
+ "content": "<pad>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "32001": {
28
+ "content": "<s>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ }
35
+ },
36
+ "bos_token": "<s>",
37
+ "clean_up_tokenization_spaces": false,
38
+ "eos_token": "</s>",
39
+ "extra_special_tokens": {},
40
+ "model_max_length": 512,
41
+ "pad_token": "<pad>",
42
+ "separate_vocabs": false,
43
+ "source_lang": null,
44
+ "sp_model_kwargs": {},
45
+ "target_lang": null,
46
+ "tokenizer_class": "MarianTokenizer",
47
+ "unk_token": "<unk>"
48
+ }
lora/vocab.json ADDED
The diff for this file is too large to render. See raw diff