yanghaojin
commited on
Commit
•
ea90327
1
Parent(s):
df1d2b1
Upload folder using huggingface_hub
Browse files- README.md +24 -0
- config.json +85 -0
- model.safetensors +3 -0
- model.safetensors.index.json +970 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +40 -0
README.md
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---
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language:
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- en
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- zh
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license: apache-2.0
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tags:
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- mlx
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---
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# GreenBitAI/yi-6b-w4a16g32-mlx
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This quantized low-bit model was converted to MLX format from [`GreenBitAI/yi-6b-w4a16g32`]().
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Refer to the [original model card](https://huggingface.co/GreenBitAI/yi-6b-w4a16g32) for more details on the model.
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## Use with mlx
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```bash
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pip install gbx-lm
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```
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```python
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from gbx_lm import load, generate
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model, tokenizer = load("GreenBitAI/yi-6b-w4a16g32-mlx")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"add_cross_attention": false,
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bad_words_ids": null,
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"begin_suppress_tokens": null,
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"bos_token_id": 1,
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"chunk_size_feed_forward": 0,
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"cross_attention_hidden_size": null,
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"decoder_start_token_id": null,
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"diversity_penalty": 0.0,
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"do_sample": false,
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"early_stopping": false,
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"encoder_no_repeat_ngram_size": 0,
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"eos_token_id": 2,
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"exponential_decay_length_penalty": null,
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"finetuning_task": null,
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"forced_bos_token_id": null,
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"forced_eos_token_id": null,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1"
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},
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"is_decoder": false,
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"is_encoder_decoder": false,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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"length_penalty": 1.0,
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"max_length": 20,
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"max_position_embeddings": 4096,
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"min_length": 0,
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"model_type": "llama",
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"no_repeat_ngram_size": 0,
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"num_attention_heads": 32,
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"num_beam_groups": 1,
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"num_beams": 1,
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"num_hidden_layers": 32,
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"num_key_value_heads": 4,
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"num_return_sequences": 1,
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"output_attentions": false,
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"output_hidden_states": false,
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"output_scores": false,
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"pad_token_id": 0,
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"prefix": null,
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"pretraining_tp": 1,
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"problem_type": null,
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"pruned_heads": {},
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"quantization": {
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"group_size": 32,
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"bits": 4
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},
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"remove_invalid_values": false,
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"repetition_penalty": 1.0,
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"return_dict": true,
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"return_dict_in_generate": false,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 5000000.0,
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"sep_token_id": null,
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"suppress_tokens": null,
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"task_specific_params": null,
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"temperature": 1.0,
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"tf_legacy_loss": false,
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"tie_encoder_decoder": false,
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"tie_word_embeddings": false,
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"tokenizer_class": null,
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"top_k": 50,
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"top_p": 1.0,
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"torch_dtype": "bfloat16",
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"torchscript": false,
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"transformers_version": "4.39.0.dev0",
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"typical_p": 1.0,
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"use_bfloat16": false,
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"use_cache": true,
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"vocab_size": 64000
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1fd82bfdbcd73ca137e787f51ac99b47c9f296c82f4dbf5834dd595807f7f1f0
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size 4511797645
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model.safetensors.index.json
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