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- gepard_config.json +190 -0
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- nano_dec.safetensors +3 -0
- nano_dec_1.89kbps.safetensors +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +31 -0
- weights.safetensors +3 -0
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README.md
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| 1 |
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---
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| 2 |
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license: apache-2.0
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| 3 |
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pipeline_tag: text-to-speech
|
| 4 |
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library_name: rlx
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| 5 |
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tags:
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| 6 |
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- gepard
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| 7 |
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- tts
|
| 8 |
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- rlx
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| 9 |
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---
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| 10 |
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|
| 11 |
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# Gepard-1.0 (RLX staging)
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| 12 |
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|
| 13 |
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Gepard TTS + NanoCodec decoder weights for RLX.
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| 14 |
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|
| 15 |
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**Kind:** Staging redistrib of an upstream checkpoint for RLX runners.
|
| 16 |
+
|
| 17 |
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**Suggested Hub repo:** `eugenehp/gepard`
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| 18 |
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| 19 |
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**Upstream:** https://huggingface.co/nineninesix/gepard-1.0
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| 20 |
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| 21 |
+
**RLX crate:** [`rlx-gepard`](https://github.com/MIT-RLX/rlx-models/tree/main/crates/rlx-gepard)
|
| 22 |
+
|
| 23 |
+
## Contents
|
| 24 |
+
|
| 25 |
+
Weight tensors and configs in this directory (see file listing on the Hub).
|
| 26 |
+
|
| 27 |
+
## Run with RLX
|
| 28 |
+
|
| 29 |
+
From [rlx-models](https://github.com/MIT-RLX/rlx-models) with this directory as the model path:
|
| 30 |
+
|
| 31 |
+
```bash
|
| 32 |
+
cargo run -p rlx-gepard --release -- --weights . --text "Hello." --out out.wav
|
| 33 |
+
```
|
| 34 |
+
|
| 35 |
+
## License
|
| 36 |
+
|
| 37 |
+
Apache License 2.0 — see `LICENSE`. Inherit upstream terms when redistributing.
|
| 38 |
+
|
| 39 |
+
Original weights and authorship: https://huggingface.co/nineninesix/gepard-1.0
|
| 40 |
+
|
| 41 |
+
## Staging note
|
| 42 |
+
|
| 43 |
+
Prepared from the local `weights/` tree in [rlx-models](https://github.com/MIT-RLX/rlx-models) for a future standalone Hub upload. Prefer fetching upstream when this is only a redistrib.
|
gepard_config.json
ADDED
|
@@ -0,0 +1,190 @@
|
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|
|
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|
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|
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|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backbone_config": {
|
| 3 |
+
"pad_token_id": null,
|
| 4 |
+
"bos_token_id": null,
|
| 5 |
+
"eos_token_id": 248044,
|
| 6 |
+
"tie_word_embeddings": true,
|
| 7 |
+
"vocab_size": 248320,
|
| 8 |
+
"max_position_embeddings": 262144,
|
| 9 |
+
"hidden_size": 1024,
|
| 10 |
+
"intermediate_size": 3584,
|
| 11 |
+
"num_hidden_layers": 14,
|
| 12 |
+
"num_attention_heads": 8,
|
| 13 |
+
"num_key_value_heads": 2,
|
| 14 |
+
"hidden_act": "silu",
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"rms_norm_eps": 1e-06,
|
| 17 |
+
"use_cache": true,
|
| 18 |
+
"attention_bias": false,
|
| 19 |
+
"attention_dropout": 0.0,
|
| 20 |
+
"head_dim": 256,
|
| 21 |
+
"rope_parameters": {
|
| 22 |
+
"mrope_interleaved": true,
|
| 23 |
+
"mrope_section": [
|
| 24 |
+
11,
|
| 25 |
+
11,
|
| 26 |
+
10
|
| 27 |
+
],
|
| 28 |
+
"rope_type": "default",
|
| 29 |
+
"rope_theta": 10000000,
|
| 30 |
+
"partial_rotary_factor": 1.0
|
| 31 |
+
},
|
| 32 |
+
"layer_types": [
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention"
|
| 47 |
+
],
|
| 48 |
+
"linear_conv_kernel_dim": 4,
|
| 49 |
+
"linear_key_head_dim": 128,
|
| 50 |
+
"linear_value_head_dim": 128,
|
| 51 |
+
"linear_num_key_heads": 16,
|
| 52 |
+
"linear_num_value_heads": 16,
|
| 53 |
+
"return_dict": true,
|
| 54 |
+
"output_hidden_states": false,
|
| 55 |
+
"dtype": "bfloat16",
|
| 56 |
+
"chunk_size_feed_forward": 0,
|
| 57 |
+
"is_encoder_decoder": false,
|
| 58 |
+
"architectures": [
|
| 59 |
+
"Qwen3_5ForCausalLM"
|
| 60 |
+
],
|
| 61 |
+
"id2label": {
|
| 62 |
+
"0": "LABEL_0",
|
| 63 |
+
"1": "LABEL_1"
|
| 64 |
+
},
|
| 65 |
+
"label2id": {
|
| 66 |
+
"LABEL_0": 0,
|
| 67 |
+
"LABEL_1": 1
|
| 68 |
+
},
|
| 69 |
+
"problem_type": null,
|
| 70 |
+
"_name_or_path": "nineninesix/qwen3_5-full-attn-only-14",
|
| 71 |
+
"transformers_version": "5.3.0",
|
| 72 |
+
"attn_output_gate": true,
|
| 73 |
+
"full_attention_interval": 4,
|
| 74 |
+
"mamba_ssm_dtype": "float32",
|
| 75 |
+
"mlp_only_layers": [],
|
| 76 |
+
"model_type": "qwen3_5_text",
|
| 77 |
+
"partial_rotary_factor": 1.0,
|
| 78 |
+
"output_attentions": false
|
| 79 |
+
},
|
| 80 |
+
"audio_heads": {
|
| 81 |
+
"level_audio_0": 8,
|
| 82 |
+
"level_audio_1": 7,
|
| 83 |
+
"level_audio_2": 6,
|
| 84 |
+
"level_audio_3": 6,
|
| 85 |
+
"level_audio_4": 8,
|
| 86 |
+
"level_audio_5": 7,
|
| 87 |
+
"level_audio_6": 6,
|
| 88 |
+
"level_audio_7": 6,
|
| 89 |
+
"level_audio_8": 8,
|
| 90 |
+
"level_audio_9": 7,
|
| 91 |
+
"level_audio_10": 6,
|
| 92 |
+
"level_audio_11": 6,
|
| 93 |
+
"level_audio_12": 8,
|
| 94 |
+
"level_audio_13": 7,
|
| 95 |
+
"level_audio_14": 6,
|
| 96 |
+
"level_audio_15": 6,
|
| 97 |
+
"level_audio_16": 8,
|
| 98 |
+
"level_audio_17": 7,
|
| 99 |
+
"level_audio_18": 6,
|
| 100 |
+
"level_audio_19": 6,
|
| 101 |
+
"level_audio_20": 8,
|
| 102 |
+
"level_audio_21": 7,
|
| 103 |
+
"level_audio_22": 6,
|
| 104 |
+
"level_audio_23": 6,
|
| 105 |
+
"level_audio_24": 8,
|
| 106 |
+
"level_audio_25": 7,
|
| 107 |
+
"level_audio_26": 6,
|
| 108 |
+
"level_audio_27": 6,
|
| 109 |
+
"level_audio_28": 8,
|
| 110 |
+
"level_audio_29": 7,
|
| 111 |
+
"level_audio_30": 6,
|
| 112 |
+
"level_audio_31": 6
|
| 113 |
+
},
|
| 114 |
+
"audio_embed_dim": 32,
|
| 115 |
+
"partial_rotary_factor": 1.0,
|
| 116 |
+
"special_tokens": {
|
| 117 |
+
"tokeniser_length": 248077,
|
| 118 |
+
"start_of_text": 248073,
|
| 119 |
+
"end_of_text": 248074,
|
| 120 |
+
"start_of_speech": 248070,
|
| 121 |
+
"end_of_speech": 248071,
|
| 122 |
+
"tts_pad": 248076
|
| 123 |
+
},
|
| 124 |
+
"stop_loss_weight": 2.0,
|
| 125 |
+
"stop_pos_weight": 25.0,
|
| 126 |
+
"model_dtype": "bfloat16",
|
| 127 |
+
"codec": {
|
| 128 |
+
"num_layers": 8,
|
| 129 |
+
"fsq_levels": [
|
| 130 |
+
8,
|
| 131 |
+
7,
|
| 132 |
+
6,
|
| 133 |
+
6
|
| 134 |
+
],
|
| 135 |
+
"do_unfold": true,
|
| 136 |
+
"frame_rate_hz": 21.5,
|
| 137 |
+
"codec_id": "nvidia/nemo-nano-codec-22khz-1.89kbps-21.5fps",
|
| 138 |
+
"sample_rate": 22050
|
| 139 |
+
},
|
| 140 |
+
"text_repetition": {
|
| 141 |
+
"enabled": true,
|
| 142 |
+
"target_text_tokens": 16,
|
| 143 |
+
"apply_below": 13,
|
| 144 |
+
"max_repeats": 8,
|
| 145 |
+
"mixed_keep_prob": 0.25,
|
| 146 |
+
"seed": 0
|
| 147 |
+
},
|
| 148 |
+
"voice_cloning": {
|
| 149 |
+
"enabled": true,
|
| 150 |
+
"compressor": {
|
| 151 |
+
"num_queries": 8,
|
| 152 |
+
"num_layers": 2,
|
| 153 |
+
"num_heads": 8,
|
| 154 |
+
"d_model": 1024,
|
| 155 |
+
"ffn_hidden_size_multiplier": 4,
|
| 156 |
+
"dropout": 0.1
|
| 157 |
+
},
|
| 158 |
+
"training": {
|
| 159 |
+
"cfg_dropout_prob": 0.15,
|
| 160 |
+
"supcon": {
|
| 161 |
+
"enabled": true,
|
| 162 |
+
"use_projection": true,
|
| 163 |
+
"projection_hidden_dim": 128,
|
| 164 |
+
"projection_dim": 128
|
| 165 |
+
},
|
| 166 |
+
"diversity_loss": {
|
| 167 |
+
"enabled": true
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
},
|
| 171 |
+
"return_dict": true,
|
| 172 |
+
"output_hidden_states": false,
|
| 173 |
+
"dtype": null,
|
| 174 |
+
"chunk_size_feed_forward": 0,
|
| 175 |
+
"is_encoder_decoder": false,
|
| 176 |
+
"architectures": null,
|
| 177 |
+
"id2label": {
|
| 178 |
+
"0": "LABEL_0",
|
| 179 |
+
"1": "LABEL_1"
|
| 180 |
+
},
|
| 181 |
+
"label2id": {
|
| 182 |
+
"LABEL_0": 0,
|
| 183 |
+
"LABEL_1": 1
|
| 184 |
+
},
|
| 185 |
+
"problem_type": null,
|
| 186 |
+
"_name_or_path": "",
|
| 187 |
+
"transformers_version": "5.3.0",
|
| 188 |
+
"model_type": "gepard",
|
| 189 |
+
"output_attentions": false
|
| 190 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4da074d410e693b43e9e248b9aa688521f88def0e11b41a644550d92c661fa72
|
| 3 |
+
size 1111419662
|
nano_dec.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:99785d43c129c23bdddaedd98a409559d5886b11613fae66695426917deddecb
|
| 3 |
+
size 419853380
|
nano_dec_1.89kbps.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:03cbc627fdaeee47f92fae01aa9119b50a5f918bdbf5201dcbe3c369effc303c
|
| 3 |
+
size 126280604
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
|
| 3 |
+
size 19989343
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"audio_bos_token": "<|audio_start|>",
|
| 4 |
+
"audio_eos_token": "<|audio_end|>",
|
| 5 |
+
"audio_token": "<|audio_pad|>",
|
| 6 |
+
"backend": "tokenizers",
|
| 7 |
+
"bos_token": null,
|
| 8 |
+
"clean_up_tokenization_spaces": false,
|
| 9 |
+
"eos_token": "<|endoftext|>",
|
| 10 |
+
"errors": "replace",
|
| 11 |
+
"image_token": "<|image_pad|>",
|
| 12 |
+
"is_local": false,
|
| 13 |
+
"model_max_length": 262144,
|
| 14 |
+
"model_specific_special_tokens": {
|
| 15 |
+
"audio_bos_token": "<|audio_start|>",
|
| 16 |
+
"audio_eos_token": "<|audio_end|>",
|
| 17 |
+
"audio_token": "<|audio_pad|>",
|
| 18 |
+
"image_token": "<|image_pad|>",
|
| 19 |
+
"video_token": "<|video_pad|>",
|
| 20 |
+
"vision_bos_token": "<|vision_start|>",
|
| 21 |
+
"vision_eos_token": "<|vision_end|>"
|
| 22 |
+
},
|
| 23 |
+
"pad_token": "<|endoftext|>",
|
| 24 |
+
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
|
| 25 |
+
"split_special_tokens": false,
|
| 26 |
+
"tokenizer_class": "TokenizersBackend",
|
| 27 |
+
"unk_token": null,
|
| 28 |
+
"video_token": "<|video_pad|>",
|
| 29 |
+
"vision_bos_token": "<|vision_start|>",
|
| 30 |
+
"vision_eos_token": "<|vision_end|>"
|
| 31 |
+
}
|
weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d632a58d09f233daa1afd35e707cf488a63e9c05424aab0e524582f578b25f80
|
| 3 |
+
size 177328908
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