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falcon-7b-sharded-f16-finetuned-therapy-chatbot

Text Generation
Transformers
falcon
trl
sft
Generated from Trainer
custom_code
text-generation-inference
Inference Endpoints
4-bit precision
bitsandbytes
Model card Files Community
falcon-7b-sharded-f16-finetuned-therapy-chatbot
File size: 3,424 Bytes 
f50aa26
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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    "hidden_size": 4544,
    "num_hidden_layers": 32,
    "num_attention_heads": 71,
    "layer_norm_epsilon": 1e-05,
    "initializer_range": 0.02,
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    "bos_token_id": 11,
    "eos_token_id": 11,
    "num_kv_heads": 71,
    "alibi": false,
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    "bias": false,
    "return_dict": true,
    "output_hidden_states": false,
    "output_attentions": false,
    "torchscript": false,
    "torch_dtype": "bfloat16",
    "use_bfloat16": false,
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    "pruned_heads": {},
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    "is_encoder_decoder": false,
    "is_decoder": false,
    "cross_attention_hidden_size": null,
    "add_cross_attention": false,
    "tie_encoder_decoder": false,
    "max_length": 20,
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    "do_sample": false,
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    "diversity_penalty": 0.0,
    "temperature": 1.0,
    "top_k": 50,
    "top_p": 1.0,
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    "no_repeat_ngram_size": 0,
    "encoder_no_repeat_ngram_size": 0,
    "bad_words_ids": null,
    "num_return_sequences": 1,
    "chunk_size_feed_forward": 0,
    "output_scores": false,
    "return_dict_in_generate": false,
    "forced_bos_token_id": null,
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    "remove_invalid_values": false,
    "exponential_decay_length_penalty": null,
    "suppress_tokens": null,
    "begin_suppress_tokens": null,
    "architectures": [
        "FalconForCausalLM"
    ],
    "finetuning_task": null,
    "id2label": {
        "0": "LABEL_0",
        "1": "LABEL_1"
    },
    "label2id": {
        "LABEL_0": 0,
        "LABEL_1": 1
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    "tokenizer_class": null,
    "prefix": null,
    "pad_token_id": null,
    "sep_token_id": null,
    "decoder_start_token_id": null,
    "task_specific_params": null,
    "problem_type": null,
    "_name_or_path": "vilsonrodrigues/falcon-7b-instruct-sharded",
    "transformers_version": "4.32.0",
    "apply_residual_connection_post_layernorm": false,
    "auto_map": {
        "AutoConfig": "vilsonrodrigues/falcon-7b-instruct-sharded--configuration_falcon.FalconConfig",
        "AutoModel": "vilsonrodrigues/falcon-7b-instruct-sharded--modeling_falcon.FalconModel",
        "AutoModelForSequenceClassification": "vilsonrodrigues/falcon-7b-instruct-sharded--modeling_falcon.FalconForSequenceClassification",
        "AutoModelForTokenClassification": "vilsonrodrigues/falcon-7b-instruct-sharded--modeling_falcon.FalconForTokenClassification",
        "AutoModelForQuestionAnswering": "vilsonrodrigues/falcon-7b-instruct-sharded--modeling_falcon.FalconForQuestionAnswering",
        "AutoModelForCausalLM": "vilsonrodrigues/falcon-7b-instruct-sharded--modeling_falcon.FalconForCausalLM"
    },
    "model_type": "falcon",
    "quantization_config": {
        "quant_method": "bitsandbytes",
        "load_in_8bit": false,
        "load_in_4bit": true,
        "llm_int8_threshold": 6.0,
        "llm_int8_skip_modules": null,
        "llm_int8_enable_fp32_cpu_offload": false,
        "llm_int8_has_fp16_weight": false,
        "bnb_4bit_quant_type": "nf4",
        "bnb_4bit_use_double_quant": true,
        "bnb_4bit_compute_dtype": "float16"
    }
}