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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ pipeline_tag: text-generation
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+ library_name: mlx
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+ base_model: ai21labs/AI21-Jamba2-3B
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+ tags:
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+ - mlx
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+ ---
chat_template.jinja ADDED
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+ {%- if bos_token is defined and bos_token is not none %}{{- bos_token -}}{%- endif %}
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+ {%- if tools %}
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages|length > 0 and messages[0].role == 'system' %}
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+ {{- messages[0].content + '\n\n' }}
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+ {%- endif %}
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+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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+ {%- for tool in tools %}
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+ {{- "\n" }}
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+ {{- tool | tojson }}
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+ {%- endfor %}
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+ {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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+ {%- else %}
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+ {%- if messages|length > 0 and messages[0].role == 'system' %}
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+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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+ {%- for message in messages[::-1] %}
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+ {%- set index = (messages|length - 1) - loop.index0 %}
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+ {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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+ {%- set ns.multi_step_tool = false %}
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+ {%- set ns.last_query_index = index %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- for message in messages %}
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+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {%- set content = message.content %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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+ {%- if message.tool_calls %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if (loop.first and content) or (not loop.first) %}
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+ {{- '\n' }}
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+ {%- endif %}
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+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {{- '<tool_call>\n{"name": "' }}
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+ {{- tool_call.name }}
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+ {{- '", "arguments": ' }}
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+ {%- if tool_call.arguments is string %}
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+ {{- tool_call.arguments }}
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+ {%- else %}
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+ {{- tool_call.arguments | tojson }}
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+ {%- endif %}
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+ {{- '}\n</tool_call>' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "tool" %}
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+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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+ {{- '<|im_start|>user' }}
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+ {%- endif %}
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+ {{- '\n<tool_response>\n' }}
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+ {{- message.content }}
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+ {{- '\n</tool_response>' }}
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+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if add_generation_prompt %}
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+ {{- '<|im_start|>assistant\n' }}
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+ {%- endif -%}
config.json ADDED
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+ {
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+ "architectures": [
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+ "JambaForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "attn_layer_offset": 7,
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+ "attn_layer_period": 14,
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+ "bos_token_id": 1,
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+ "dtype": "bfloat16",
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+ "eos_token_id": 2,
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+ "expert_layer_offset": 1,
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+ "expert_layer_period": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 2560,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 8192,
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+ "mamba_conv_bias": true,
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+ "mamba_d_conv": 4,
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+ "mamba_d_state": 16,
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+ "mamba_dt_rank": 160,
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+ "mamba_expand": 2,
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+ "mamba_proj_bias": false,
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+ "max_position_embeddings": 262144,
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+ "model_type": "jamba",
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+ "num_attention_heads": 20,
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+ "num_experts": 1,
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+ "num_experts_per_tok": 1,
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+ "num_hidden_layers": 28,
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+ "num_key_value_heads": 1,
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+ "num_logits_to_keep": 1,
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+ "output_router_logits": false,
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+ "pad_token_id": 0,
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+ "rms_norm_eps": 1e-06,
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+ "router_aux_loss_coef": 0.001,
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+ "sliding_window": null,
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+ "tie_word_embeddings": true,
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+ "transformers_version": "4.56.1",
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+ "use_cache": true,
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+ "use_mamba_kernels": true,
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+ "vocab_size": 65536
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+ }
generation_config.json ADDED
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