8952e866addb03ff84fdd846d6826baf6575625f4332259c8b939bf26a231558
Browse files- README.md +15 -9
- config.json +20 -75
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +1118 -0
- tokenizer.json +1 -0
- tokenizer.model +3 -0
README.md
CHANGED
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license: cc-by-nc-4.0
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tags:
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- mlx
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datasets:
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- c-s-ale/alpaca-gpt4-data
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- Open-Orca/OpenOrca
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- Intel/orca_dpo_pairs
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- allenai/ultrafeedback_binarized_cleaned
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base_model:
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- upstage/SOLAR-10.7B-v1.0
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---
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# SOLAR-10.7B-Instruct-v1.0-4bit
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## Use with mlx
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```bash
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pip install mlx
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python
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```
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license: cc-by-nc-4.0
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tags:
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- mlx
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base_model:
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- upstage/SOLAR-10.7B-v1.0
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datasets:
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- c-s-ale/alpaca-gpt4-data
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- Open-Orca/OpenOrca
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- Intel/orca_dpo_pairs
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- allenai/ultrafeedback_binarized_cleaned
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---
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# mlx-community/SOLAR-10.7B-Instruct-v1.0-4bit
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The Model [mlx-community/SOLAR-10.7B-Instruct-v1.0-4bit](https://huggingface.co/mlx-community/SOLAR-10.7B-Instruct-v1.0-4bit) was converted to MLX format from [upstage/SOLAR-10.7B-Instruct-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0) using mlx-lm version **0.13.0**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("mlx-community/SOLAR-10.7B-Instruct-v1.0-4bit")
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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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"vocab_size": 32000,
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"max_position_embeddings": 4096,
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"hidden_size": 4096,
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"intermediate_size": 14336,
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"num_hidden_layers": 48,
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"num_attention_heads": 32,
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"num_key_value_heads": 8,
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"hidden_act": "silu",
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"initializer_range": 0.02,
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"rms_norm_eps": 1e-05,
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"pretraining_tp": 1,
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"use_cache": true,
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"rope_theta": 10000.0,
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"rope_scaling": null,
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"attention_bias": false,
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"attention_dropout": 0.0,
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"return_dict": true,
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"output_hidden_states": false,
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"output_attentions": false,
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"torchscript": false,
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"torch_dtype": "float16",
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"use_bfloat16": false,
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"tf_legacy_loss": false,
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"pruned_heads": {},
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"tie_word_embeddings": false,
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"is_encoder_decoder": false,
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"is_decoder": false,
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"cross_attention_hidden_size": null,
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"add_cross_attention": false,
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"tie_encoder_decoder": false,
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"max_length": 20,
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"min_length": 0,
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"do_sample": false,
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"early_stopping": false,
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"num_beams": 1,
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"num_beam_groups": 1,
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"diversity_penalty": 0.0,
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"temperature": 1.0,
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"top_k": 50,
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"top_p": 1.0,
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"typical_p": 1.0,
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"repetition_penalty": 1.0,
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"length_penalty": 1.0,
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"no_repeat_ngram_size": 0,
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"encoder_no_repeat_ngram_size": 0,
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"bad_words_ids": null,
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"num_return_sequences": 1,
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"chunk_size_feed_forward": 0,
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"output_scores": false,
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"return_dict_in_generate": false,
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"forced_bos_token_id": null,
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"forced_eos_token_id": null,
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"remove_invalid_values": false,
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"exponential_decay_length_penalty": null,
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"suppress_tokens": null,
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"begin_suppress_tokens": null,
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"architectures": [
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"LlamaForCausalLM"
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],
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"
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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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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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"tokenizer_class": null,
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"prefix": null,
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"bos_token_id": 1,
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"pad_token_id": 2,
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"eos_token_id": 2,
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"transformers_version": "4.36.2",
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"model_type": "llama",
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"quantization": {
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"group_size": 64,
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"bits": 4
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}
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}
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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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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 48,
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"num_key_value_heads": 8,
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"pad_token_id": 2,
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"pretraining_tp": 1,
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"quantization": {
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"group_size": 64,
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"bits": 4
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},
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.35.0",
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"use_cache": true,
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"vocab_size": 32000
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}
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model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1576368bb5c805a1a6d43cf338bdb1c58031fded14ef47d0d646731eb3e0e6f1
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size 673091562
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model.safetensors.index.json
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